wcsmo-14 program...pierre duysinx university of liège xu guo dalian university of technology ole...

.

WCSMO-14

ProgramVersion: May 20, 2021

14th World Congress of Structural and Multidisciplinary Optimization

The support from the following sponsors is gratefully acknowledged:

Platinum Sponsor

Altair Engineering Inc.

Bronze Sponsor

Springer

2


Table of Content

1. Welcome Message

2. About ISSMO and WCSMO

3. Organization of WCSMO-14

4. Virtual Conference Platform

5. Code of Conduct

6. Plenary and State-of-the-Art Talks

7. Socializing Events

8. Acknowledgments

9. Program Overview

10. Detailed Program

11. Index of Abstract IDs and Presenters

3


Welcome to WCSMO-14

On behalf of the International Society for Structural and Multidisciplinary Optimization (ISSMO),we welcome you to the 14th World Congress of Structural and Multidisciplinary Optimization(WCSMO-14) held online from the June 13 to 18, 2021.

Originally, WCSMO-14 was scheduled to take place at the beautiful campus of the Universityof Colorado in Boulder, USA. However, due to the COVID-19 pandemic and its impact on ev-erybody’s life, traveling to Boulder became impossible. Thus, the local organizing committee inconsultation with the executive committee of ISSMO decided to convert WCSMO-14 into an allvirtual conference.

While there are undoubtedly many downsides to a virtual conference, this conference formatlowers the cost of attendance and allows participation by researchers who would not be able totravel to the US. Another important benefit of a virtual conference is the drastically reducedcarbon footprint. Thus, while a lot of us will miss meeting colleagues and friends in person, thereare also a few positive aspects of WCSMO-14 being online.

WCSMO-14 will feature 478 technical talks, two invited plenary talks, four State-of-the-Arttalks, and ten socializing events. Furthermore, the General Assembly of ISSMO will be held duringthe conference. To accommodate the different time zones of participants around the globe, thesessions are grouped into two blocks: a morning block from 7:00 - 11:00 AM US Mountain DaylightTime (MDT) and an afternoon block from 6:00 - 10:00 PM MDT. A link to an online tool forconverting these times to your local time is provided in the program.

The online format of WCSMO-14 allows for a unique approach to attending the technical talks.Starting June 1, 2021, registered attendees will be able to watch the recordings of all presentations.The recordings will be available past the conference, through August 1st, 2021. At the technicalsession scheduled during the week of the conference, each presenter will briefly introduce her/histalk in no-more than two minutes. The introduction of all presentations of a session is followed byan unmoderated poster-style discussion in breakout rooms. Participants will be able to join theposter-style discussions of presentations of their interest, conveniently switching between sessionsand presentations. Participants are strongly encouraged to watch the recordings of the presentationsand post questions before the live session featuring the presentations of interest.

To enhance the interaction among attendees and to promote the lively exchange of ideas, severalsocializing events are scheduled. Outside these events, participants are encouraged to meet infor-mally in the virtual networking lounge. It is recommended that participants familiarize themselveswith the virtual conference platform and other online features. Links to a set of training videos areprovided in this program.

We hope that you will enjoy WCSMO-14 and, please, do not hesitate to contact us if you haveany questions or comments. Your feedback is appreciated very much.

The Local Organizing Committee of WCSMO-14

Alireza Doostan, John Evans, James Guest, Kurt Maute, Julian Norato

4


About ISSMO and WCSMO

The International Society for Structural and Multidisciplinary Optimization (ISSMO) was foundedin October 1991. Today ISSMO has almost one thousand members from more than 50 countries.The objectives of ISSMO are:

• to stimulate and promote research into all aspects of the optimal design of structures as wellas multidisciplinary design optimization where the involved disciplines deal with the analysisof solids, fluids or other field problems

• to encourage practical applications of optimization methods and the corresponding softwaredevelopment in all branches of technology

• to foster the interchange of ideas amongst various fields contributing to structural and mul-tidisciplinary optimization

• to support the role of optimization in multidisciplinary design

• to provide a framework for the organization of meetings and other means for the disseminationof knowledge on structural and multidisciplinary optimization and

• to promote teaching of structural and multidisciplinary optimisation in tertiary institutions.

One of the aims of ISSMO is to bring together researchers and practitioners in the field of struc-tural and multidisciplinary optimization (SMO), by means of international meetings having a highscientific standard. Host selection criteria for these meetings include: up-to-date conference facil-ities, affordable costs to all members of the society (including registration, hotel, travel expenses,considering also free lunches, banquet, excursions etc.), proven congress organizing experience andstrength of the local organizing group, geographical diversity reflecting the distribution of SMOresearchers over the world.

This is meant to imply a reasonably uniform distribution of congresses over three zones, namelyAsia-Australia, Europe-Africa and North & South Americas. Along these lines, ISSMO has heldbiennial World Congresses of Structural and Multidisciplinary Optimization since 1995:

• Goslar, Germany in 1995 (WCSMO-1)

• Zakopane, Poland in 1997 (WCSMO-2)

• Buffalo, United States in 1999 (WCSMO-3)

• Dalian, China in 2001 (WCSMO-4)

• Lido di Jesolo, Italy in 2003 (WCSMO-5)

• Rio de Janeiro, Brazil in 2005 (WCSMO-6)

• Seoul, South Korea in 2007 (WCSMO-7)

• Lisbon, Portugal in 2009 (WCSMO-8)

• Shizouka, Japan in 2011 (WCSMO-9)

• Orlando, United States in 2013 (WCSMO-10)

5


• Sydney, Australia in 2015 (WCSMO-11)

• Braunschweig, Germany in 2017 (WCSMO-12)

• Bejing, China in 2019 (WCSMO-13)

ISSMO Executive Committee:

Wei Chen, President Northwestern University

Alicia Kim, Secretary General University of California, San Diego

Ming Zhou, Vice President Altair Engineering Inc.

Qing Li, Vice President University of Sydney

Erik Lund, Treasurer Aalborg University

Pierre Duysinx University of Liège

Xu Guo Dalian University of Technology

Ole Sigmund Technical University of Denmark

Gengdong Cheng, Past President Dalian University of Technology

James K. Guest, Past Secretary General Johns Hopkins University

6


Organization of WCSMO-14

Local organizing Committee:

John Evans University of Colorado Boulder

Alireza Doostan University of Colorado Boulder

James K. Guest Johns Hopkins University

Kurt Maute (conference chair) University of Colorado Boulder

Julian Norato University of Connecticut

International Paper Committee (IPC):

Alireza Doostan University of Colorado Boulder

Alicia Kim (IPC chair) University of California, San Diego

Samy Missoum University of Arizona

Yoo Jeong Noh Pusan National University

Matthias Wallin Lund University

Peng Wei South China University of Technology

7


Virtual Conference Platform

The virtual conference platform has been built and operated by the Denver-based company, ImageAudiovisuals Inc. All participants will receive an email prior to June 1, 2021, with the web addressof the login page and instructions for logging in.

The virtual conference platform features several functions that allow the participants to assem-ble an individual conference schedule, participate in plenary and technical sessions and socializingevents. The technical sessions and the Coffee Break room will be using Zoom. The Meet and Greetnetworking and socializing space will be using Wonder.me. All participants are strongly encouragedto familiarize themselves with these functions prior to the start of the live part of the conferenceon June 13, 2021.

All attendees need a Zoom account. Free Zoom accounts can be created at https://zoom.us/freesignup/. If possible, attendees should use the same email address they used for registeringfor the conference when creating their Zoom account. If attendees already have a Zoom accountunder a different email address, this will work too.

Please, visit the following web-site for training video for participants, presenters, and session chairs:

http://www.wcsmo14.org/instruction-and-training-videos/

The videos will be available May 28. In addition, questions to frequently asked questions can befound at:

https://www.wcsmo14.org/faqs/

8

https://zoom.us/freesignup/

https://zoom.us/freesignup/

http://www.wcsmo14.org/instruction-and-training-videos/

https://www.wcsmo14.org/faqs/


Code of Conduct

All attendees of WCSMO-14 have agreed by registering for the conference to the following code ofconduct:

• The recording and/or transmission of sessions in any format is strictly prohibited. You agreeto not reproduce or repurpose presentation materials in any way without the express consentfrom the presenter. Recording, copying, or taking screen shots of Q&A or any chat roomactivity that takes place in the virtual conference is prohibited as violation of copyright.

• All attendees are expected to show respect and courtesy to other attendees. There will bezero tolerance for any form of discrimination or harassment. All communication should beappropriate for a professional audience including people of all backgrounds. All participants,including, but not limited to, attendees, speakers, volunteers, exhibitors, staff members, andservice providers are expected to abide by this policy. WCSMO-14 reserves the right totake any action deemed necessary and appropriate, including immediate removal from theWCSMO-14 virtual platform without warning or refund, in response to any incident of un-acceptable behavior.

9


Acknowledgments

WCSMO-14 would not have been possible without the excellent support of a large number of peoplewho the local organizing committee would like to thank.

University of Colorado Conference Services:

Jessica Follett, Amy Martinez

Image Audiovisuals Inc:

Garrett Bicknell, Briana Norton, Rob Wright

WCSMO-14 Website Development:

Carlos Hernan Villanueva

10


Plenary and State-of-the-Art Talks

Plenary Talks

Structural Optimization. Questions from Boeing

Vladimir Balabanov, BoeingMonday, June 14, 20201, 7:00 AM - 7:50 AM MDT, Auditorium

Autonomous Optimization and Control of Energy Systems

Andrey Bernstein, National Renewable Energy LaboratoryTuesday, June 15, 20201, 6:00 PM - 6:50 PM MDT, Auditorium

11


State-of-the-Art Talks

Continuing the tradition of previous WCSMO conferences, current and emerging research in struc-tural and multidisciplinary design optimization will be presented in the following State-of-the-Art(SOTA) talks:

SOTA - Talks 1Thursday, June 17, 6:00 PM - 6:50 PM, Auditorium

Topology optimization: methodologies and applicationJosephine Carstensen, Massachusetts Institute of Technology

From Surrogate Modeling to Physics-informed Neural Networks – What Has MachineLearning Done for Engineering Analysis and Design?Felipe Viana , University of Central Florida

SOTA - Talks 2Friday, June 18, 7:00 AM - 7:50 AM, Auditorium

Digital transformation and optimizationYoo Jeong Noh, Pusan National University

System analysis and design in uncertaintyMathieu Balesdent, ONERA - The French Aerospace Lab

12


Socializing Events

To promote and enhance the interaction of attendees outside the technical sessions, WCSMO-14will feature several socializing events. Some of these are mainly for entertainment, some focus onnetworking and career development, and others provide a forum for discussions around technicaltopics.

Please, note that for some of these events we ask attendees to sign-up in advance.This will ease the planning of the specific event and event organizers can reach outto the participants in advance. Whether signing-up is required is indicated with eachevent.

ISSMO Women Networking

The ISSMO Women Networking Event will be held twice during WCSMO-14. The tentativecontent includes a mentoring session featuring several female panelists and a networking ses-sion. This event aims to create a venue for junior and senior women researchers from varyingbackgrounds to share their career paths, career development options, work-life balance, andbecome mentors or mentees. The event also provides opportunities for researchers to discussresearch interests and establish collaborations. All female researchers at all career stages areinvited to attend.

Organizer: X. Shelly Zhang, University of Illinois Urbana-Champaign,[email protected]

Time: Sunday, June 13, 7:00 PM – 7:50 PM MDT, Networking Lounge: Meetand GreetThursday, June 17, 10:00 AM – 11:00 AM MDT, Networking Lounge:Meet and Greet

Note: Sign-up is required; please, visit: Sign-up Page

Young Investigator Workshop

Young professionals (i.e., professionals less than 40 years of age) are invited to participatein a Young Investigator Workshop. During this workshop, young professionals will have anopportunity to ask questions of successful mid- and late-career professionals and researchersin an intimate small group setting. Workshop topics of interest include: Planning for aCareer in Research in Academia or Industry, Surviving the Job Search, Getting Started ina New Position, Preparing Your First Grant Proposal, Maintaining a Work-Life Balance.Interested individuals are encouraged to participate in either the evening workshop on June15 or the morning workshop on June 16.

13

http://www.wcsmo14.org/socializing-events-signup


Organizer: John Evans, University of Colorado Boulder,[email protected]

Time: Tuesday, June 15, 9:00 PM – 10:00 PM MDT, Networking Lounge:Meet and GreetWednesday, June 16, 10:00 AM – 11:00 AM MDT, Networking Lounge:Meet and Greet

Note: Sign-up is required; please, visit: Sign-up Page

Conference Talk Show

One of the major disadvantages of WCSMO-14 being virtual is the lack for social gatheringsafter the technical sessions. The goal of this one-hour live event is to better engage theattendees and to add a personal touch to WCSMO-14 that is typically missing from virtualconferences. The Conference Talk Show will feature a colloquial conversation about mainlynon-technical topics; just like colleagues meeting after the technical sessions at an in-personconference for dinner and chat. The idea is to do something similar at WCSMO-14 in a talkshow style event where three guests and one host will engage in some hopefully interestingand entertaining discussions, which will be live broadcasted via zoom. The audience will beable to ask questions via chat.

Organizer: Kurt Maute, University of Colorado Boulder, [email protected]: Monday, June 14, 10:00 AM – 11:00 AM MDT, Networking Lounge:

Meet and GreetMonday, June 14, 9:00 PM – 10:00 PM MDT, Networking Lounge:Meet and Greet

Note: No sign-up is required

Design Optimization in Practice

This event will feature a diverse industry panel with participants from different areas. Thepanelists will discuss where and how design optimization is currently used, what challenges itfaces, and what issues need more attention from the research community. Additional topicsmay include career pathways in the panelists’ companies related to design optimization.Panelists will provide advice for young researchers currently working on design optimizationhow to prepare themselves for a successful career in industry. The audience will be able toask questions via chat.

Organizer: Julian Norato, University of Connecticut, [email protected]: Friday, June 18, 10:00 AM – 11:00 AM, Networking Lounge: Meet and

GreetNote: No sign-up is required

14



Discussion Roundtables

High Performance Computing (HPC) in large-scale structural optimization

The roundtable will focus on the use of High Performance Computing (HPC) in large-scalestructural optimization. The discussion will cover, but is not limited to, subjects such as:How to get started with HPC for structural optimization, low level (MPI/PETSc) vs. highlevel (FEniCS, deal.ii, MFEM, etc.) frameworks, design of preconditioners - matrix vs.matrix-free, dynamics and multiphysics, structured vs. unstructured meshes, and remeshingin parallel and the use of accelerators (GPU/FPGA).

Organizer: Niels Aage, Technical University of Denmark, [email protected]: Monday, June 14, 10:00 AM – 11:00 AM MDT, Networking Lounge:

Meet and GreetNote: Sign-up is required; please, visit: Sign-up Page

Software design, development and management practices

This Roundtable focuses on all aspects of software design, development and managementpractices to produce Multidisciplinary Design, Analysis and Optimization (MDAO) soft-ware for High Performance Computing (HPC) applications. This Roundtable is a venuefor researchers, developers and end-users from academia, industry and government to shareexperiences, ideas and best practices applied to HPC software development and operations.Topics of interest include, but are not limited to: Software development team management,Software development and operations, Software test repository management, Software designpatterns, HPC software libraries, HPC algorithmic design, Performance portability, Opensource software, Test driven development, Hybrid parallel computing, Parallel computing,and GPU acceleration.

Organizer: Miguel Aguilo, Sandia National Laboratories, [email protected]: Wednesday, June 16, 9:00 PM – 10:00 PM MDT, Networking Lounge:

Meet and GreetNote: Sign-up is required; please, visit: Sign-up Page.

Artificial Intelligence and Machine Learning

This round table discusses challenges and opportunities in developing a coherent frameworkthat enables blending conservation laws, physical principles, and/or phenomenological be-haviors expressed by differential equations with the vast data sets available in many fieldsof engineering, science, and technology. At the intersection of probabilistic machine learn-ing, deep learning, and scientific computations, we will discuss promising new directionsfor harnessing the long-standing developments of classical methods in applied mathematicsand mathematical physics to design learning machines with the ability to operate in com-

15




plex domains without requiring large quantities of data. In particular, we will discuss threecomplementary directions: (1) data-efficient learning machines capable of leveraging the un-derlying laws of physics, expressed by time dependent and non-linear differential equations,to extract patterns from high-dimensional data generated from experiments, (2) novel numer-ical algorithms that can seamlessly blend equations and noisy multi-fidelity data, infer latentquantities of interest (e.g., the solution to a differential equation), and naturally quantifyuncertainty in computations, and (3) machine learning optimization algorithms to acceleratedesign optimization under uncertainty. We will try to expose some open challenges in solv-ing forward, inverse, data assimilation, design optimization, model discovery and uncertaintyquantification problems using the emerging field of physics-informed machine learning.

Organizer: Raissi Maziar and Subhayan De, University of Colorado Boulder,[email protected], [email protected]

Time: Thursday, June 17, 9:00 PM – 10:00 PM MDT, Networking Lounge:Meet and Greet

Note: Sign-up is required; please, visit: Sign-up Page.

16



Program Overview

17


About the Conference Program

One of the primary challenges of a virtual international conference, such as WCSMO-14, isthe diversity of the time zones of the participants.To accommodate these different time zones, the sessions are grouped into two blocks: amorning block from 7:00- 11:00 AM US Mountain Daylight Time (MDT) and an afternoonblock from 6:00 - 10:00 PM MST. A time conversion table is given below. An online tool toconvert MDT times into local times can be found at: Time Zone Converting Tool

The overall schedule is shown in the table below. For assignment of talks to sessions andsessions to time slots, we primarily considered the thematic fit but also the time zone ofthe presenter. Strictly assigning presenters to the most convenient time slot within thepresenters business hours would have led to a geographically divided conference. Instead, topromote geographical diversity, we assigned presenters from East Asia to the early morningblock slots. These slots do not require attendees from East Asia to stay up too late. Thisscheduling approach led to a slight imbalance between the two blocks with overall morepresentations in the morning blocks. Furthermore, the originally schedule Friday eveningblock was no longer needed.

18

https://www.timeanddate.com/worldclock/converter-classic.html


Presentations and Session Format

The recordings of the presentations will be available online through the conference platformfrom June 1, 2021, through August 1, 2021.The technical sessions take place during the week of the conference, from June 13 through18. Up to five 50-minute sessions run in parallel. Each session is assigned a Zoom room. Atthe beginning of a session, each presenter will briefly introduce her/his talk in no-more thantwo minutes. After this introduction, the session is split up into breakout rooms, one for eachpresenter. In these breakout rooms, presenters and participants can discuss the presenter’swork. Participants can join the discussions of presentations of their interest, convenientlyswitching between sessions and presentations.Participants are strongly encouraged to watch the recordings of the presentations and postquestions prior to the live session featuring the presentations of interest.

19


Sunday - June 13, 2021

Evening Sessions – 6:00 - 10:00 PM MDT

Time: 7:00 PM - 7:50 PM MDT

Room SessionLounge Socializing - 1

Monday - June 14, 2021

Morning Sessions – 7:00 - 11:00 AM MDT

Time: 7:00 AM - 7:50 AM MDT

Room SessionAuditorium Plenary - 1


Room SessionA Design optimization considering fracture, damage and fatigue - IB Inverse problems and parameter identification - IC Design optimization for optics and electromagnetics applications - ID Design optimization of heat exchangers and other thermo-fluid applica-

tions - IE Multi-scale topology optimization - I


Room SessionA Design for biomedical applications - IB Robust design and reliability-based design optimization - IC Design optimization for optics and electromagnetics applications - IID Design optimization of heat exchangers and other thermo-fluid applica-

tions - II

20


E Multi-scale topology optimization - II

Time: 10:00 AM - 11:00 AM MDT





Room SessionA Design for biomedical applications - IIB Robust design and reliability-based design optimization - IIC Multi-scale topology optimization - III


Room SessionA Design optimization considering fracture, damage and fatigue - IIB Inverse problems and parameter identification - IIC Robust design and reliability-based design optimization - IIID Design optimization for optics and electromagnetics applications - III


Room SessionA Robust design and reliability-based design optimization - IVB Design optimization for optics and electromagnetics applications - IVC Multi-scale topology optimization - IV

Time: 9:00 PM - 10:00 PM MDT

21



Tuesday - June 15, 2021



Room SessionA Design of compliant mechanismsB Reduced-order models in design optimizationC Design optimization with applications to aerospace problems - ID Machine learning for design optimization - IE Design optimization for advanced manufacturing - I


Room SessionA Raphael “Rafi” T. Haftka Memorial Session - IB Design optimization with applications to aerospace problems - IIC Topology optimization for fluids - ID Machine learning for design optimization - IIE Design optimization for advanced manufacturing - II


Room SessionA Raphael “Rafi” T. Haftka Memorial Session - IIB Evolutionary and zero-order methods for structural optimization - IC Moving morphable component methods - ID Design optimization with applications to aerospace problems - IIIE Design optimization for advanced manufacturing - III

22


Time: 10:00 AM - 11:00 AM MDT







Room SessionA Evolutionary and zero-order methods for structural optimization - IIB Topology optimization for fluids - IIC Design optimization of heat exchangers and other thermo-fluid applica-

tions - III


Room SessionA Moving morphable component methods - IIB Topology optimization for fluids - IIIC Design optimization of heat exchangers and other thermo-fluid applica-

tions - IV

Time: 9:00 PM - 10:00 PM MDT


Wednesday - June 16, 2021

23




Room SessionAuditorium ISSMO General Assembly


Room SessionA Isogeometric methods in design optimizationB Optimization of contact and interface problemsC Design optimization accounting for material nonlinear behavior - ID Design optimization for civil enginering and architectural design - IE Design of composite structures - I


Room SessionA Topology optimization for solid mechanicsB Design optimization accounting for material nonlinear behavior - IIC Design optimization for civil enginering and architectural design - IID Design of composite structures - IIE Novel topology optimization techniques - I

Time: 10:00 AM - 11:00 AM MDT





24


Room SessionA Design of composite structures - IIIB Novel topology optimization techniques - IIC Machine learning for design optimization - IIID Design optimization for advanced manufacturing - IV


Room SessionA Design of composite structures - IVB Novel topology optimization techniques - IIIC Machine learning for design optimization - IVD Design optimization for advanced manufacturing - V


Room SessionA Design of composite structures - VB Novel topology optimization techniques - IVC Machine learning for design optimization - VD Design optimization for advanced manufacturing - VI

Time: 9:00 PM - 10:00 PM MDT


Thursday - June 17, 2021



Room Session

25


A Multi-objective topology optimizationB Level set methodsC Design optimization of acoustic materials and devices - ID Shape optimization - IE Design optimization considering eigenfrequency and dynamics - I


Room SessionA Design optimization with applications to automotive problems - IB Design of metamaterials - IC Surrogate modeling for design optimization - ID Shape optimization - IIE Design optimization considering eigenfrequency and dynamics - II


Room SessionA Stress-constrained topology optimization - IB Design optimization with applications to automotive problems - IIC Shape optimization - IIID Design optimization considering eigenfrequency and dynamics - IIIE Novel topology optimization techniques - V

Time: 10:00 AM - 11:00 AM MDT





26




Room SessionA Stress-constrained topology optimization - IIB Design optimization of acoustic materials and devices - IIC Design of metamaterials - IID Design optimization for advanced manufacturing - VII


Room SessionA Surrogate modeling for design optimization - IIB Design optimization considering eigenfrequency and dynamics - IVC Machine learning for design optimization - VI

Time: 9:00 PM - 10:00 PM MDT


Friday - June 18, 2021





Room SessionA Multi-material topology optimization

27


B SoftwareC Truss topology optimization - ID Topology optimization considering uncertainty - IE Optimization algorithms - I


Room SessionA Topology optimization with manufacturing constraintsB Truss topology optimization - IIC Topology optimization considering uncertainty - IID Optimization algorithms - II

Time: 10:00 AM - 11:00 AM MDT


28


Detailed Program

29


Sunday - June 13, 2021


Socializing - 1

Day: Sunday - June 13, 2021Time: 7:00 PM - 7:50 PM MDTRoom: Lounge

Event OrganizerISSMO Women Networking 1 X. Shelly Zhang

30




Plenary - 1

Day: Monday - June 14, 2021Time: 7:00 AM - 7:50 AM MDTRoom: Auditorium

Title PresenterPlenary Lecture 1 - Structural Optimization. Questions fromBoeing

Vladimir Balabanov

Design optimization considering fracture, damage and fatigue - I

Day: Monday - June 14, 2021Time: 8:00 AM - 8:50 AM MDTRoom: A

ID Title Presenter93 Topology optimization of damage-resistant structures

with a predefined load-bearing capacityTobias Barbier

143 Fail-safe optimization of 3D tubular frame structures un-der stress and fatigue constraints

Suguang Dou

207 First-Order Reliability Approach for Fatigue ResistantTopology Optimization of Elastoplastic Structures

Piotr Tauzowski

254 Formulation of fatigue strength criteria in a topologyoptimisation method based on NURBS hyper-surfaces

Khalil Refai

418 Topology optimization in fracture mechanics using alevel-set method

Jeet Desai

479 Material Optimization to Enhance Delamination Resis-tance of Heterogeneous Structures

Sukhminder Singh

31


Inverse problems and parameter identification - I

Day: Monday - June 14, 2021Time: 8:00 AM - 8:50 AM MDTRoom: B

ID Title Presenter92 Numerical experiments for cavity shape identification

analysis using hammering test data based on level-settype topology optimization

Takahiko Kurahashi

94 An efficient inverse strategy to estimate loading fromstrain measurements

Daniel Wilke

208 Identification of the dynamic response of storage racks:experiments and optimization

Paolo Venini

253 An efficient structural parameter identification methodconsidering non-probabilistic uncertainties and correla-tions

Heng Ouyang

260 An enhanced framework of model calibration using themodular Bayesian approach for identifiability problem

Hwisang Jo

288 Effects of mode shapes on crack identification basedon finite-element model updating and inverse eigenvalueanalysis

Jun Isshiki

370 A Robust Design Framework for Sensor Numberand Placement Optimization under Uncertainty inVibration-Based Damage Detection of Composite Struc-tures

Haichao An

Design optimization for optics and electromagnetics applications - I

Day: Monday - June 14, 2021Time: 8:00 AM - 8:50 AM MDTRoom: C

32


ID Title Presenter17 Shape Optimization for Electromagnetic Applications in

the Frequency DomainKristian Jensen

60 Two-layer design for microwave scattering structure us-ing a conductive material and dielectric materials

Mingook Jung

173 Shape optimization for the strong routing of light Juan Carlos AraujoCabarcas

189 Multi-Physics Topology Optimization of PhotonicBandgap Metamaterials with Elasticity and ThermalConductivity Constraints

Kenneth Swartz

468 Shape optimization of a rotating electric machine usinga space-time finite element method

Alessio Cesarano

Design optimization of heat exchangers and other thermo-fluid applications - I

Day: Monday - June 14, 2021Time: 8:00 AM - 8:50 AM MDTRoom: D

ID Title Presenter61 Topology optimization of a surface cooler using a con-

tinuous adjoint turbulence modelQuentin Holka

95 Topography optimisation for parallel plate heat ex-changers

Joe Alexandersen

140 Topology optimization for conjugated heat transferbased on Darcy flow analysis in industrial software

Robert Dienemann

182 Reaction-Diffusion Equation-based Topology Optimiza-tion: a novel framework for 2D and 3D Thermal Fluid-Structure System Design

Hao Li

268 On topology optimization of two fluid heat exchangersand their post-evaluation

Casper Andreasen

Multi-scale topology optimization - I

Day: Monday - June 14, 2021Time: 8:00 AM - 8:50 AM MDTRoom: E

33


ID Title Presenter115 Two-scale Concurrent Structural Topology Optimiza-

tion with Connectable MicrostructuresPai Liu

128 On the utility of cellular designs in mechanical and ther-mal applications in the context of powder-based additivemanufacturing

Bich Ngoc Vu

190 Optimal and continuous multilattice embedding Emily Sanders252 Isogeometric Optimisation of Lattice-Skin Structures Xiao Xiao449 Multiscale design of coated structures with periodic infill

for vibration suppressionEddie Wadbro

Design for biomedical applications - I

Day: Monday - June 14, 2021Time: 9:00 AM - 9:50 AM MDTRoom: A

ID Title Presenter187 Growth-Driven Optimization of Bone Scaffolds David Cohen201 Multi-objective design optimization of 3D microarchi-

tectured implantsEric Garner

266 Topology Optimization using PETSc: a Python wrap-per and extended functionality for the design of biome-chanical structures

Thijs Smit

439 Level set topology optimization for artificial tissue vas-cularization

Douglas de AquinoCastro

478 Adjoint shape optimization for hyperelastic structuresand fluid-structure interaction

Lars Radtke

Robust design and reliability-based design optimization - I

Day: Monday - June 14, 2021Time: 9:00 AM - 9:50 AM MDTRoom: B

34


ID Title Presenter50 Robust Design Optimization with Design-Dependent

Random Input Variables using the Reciprocal First-Order Second-Moment Method

Benedikt Krieges-mann

463 A Kriging-assisted Hybrid Adaptive Single Loop Ap-proach for Reliability-based Design Optimization

Dequan Zhang

495 Robust optimization and design space visualization ap-plied on drivetrain design

Jan Stroobants

548 A Robust Beam Model for Nonlinear Structural Analy-sis of Highly Flexible Aircraft Wings through AdaptivePreconditioning

David Solano

Design optimization for optics and electromagnetics applications - II

Day: Monday - June 14, 2021Time: 9:00 AM - 9:50 AM MDTRoom: C

ID Title Presenter271 General method for computing fundamental perfor-

mance bounds for photonic design problemsPengning Chao

298 Optimizing the electro-momentum coupling in piezo-electric composites

Majd Kosta

371 3D-Printable Large-Area Metalenses Designed usingFull-Maxwell based Topology Optimization

Rasmus Christiansen

373 Non-parametric shape optimization for electromagneticapplications

Stefan Reitzinger

498 Topology optimization of microwave frequency multi-plexers

Ahmad Bokhari

Design optimization of heat exchangers and other thermo-fluid applications - II

Day: Monday - June 14, 2021Time: 9:00 AM - 9:50 AM MDTRoom: D

35


ID Title Presenter118 Design of two-scale liquid-cooled heat sink based on

topology optimization and bionic methodMin Xiong

141 Topology optimization of fluid-to-fluid heat exchangerswith body-fitted meshes

Grégoire Allaire

176 2.5D Topology Optimization of Heat Sinks with Ex-truded Fins

Brice Rogie

185 Topology Optimization of 2D Heat Exchangers for Im-proving Heat Exchange Performance based on Isogeo-metric Analysis

Xuan Liang

408 Adaptive XIGA Level Set-based Topology Optimizationfor Conjugate Heat Transfer Problems

Lise Noel

Multi-scale topology optimization - II

Day: Monday - June 14, 2021Time: 9:00 AM - 9:50 AM MDTRoom: E

ID Title Presenter212 Surrogate models of elastic responses from truss lattices

for multiscale designCharles Jekel

249 Hierarchical Topology Optimization of Stiffened Thin-walled Structures

Zitong Zhou

465 Towards Two-Scale Topology Optimization respectingBuckling on Micro- and Macroscale

Daniel Hübner

521 Stress minimization for lattice structures Alex Ferrer555 Topology Optimization of Functionally Graded Porous

Structures under Transient LoadsFrancisco Ramírez-Gil

Socializing - 2

Day: Monday - June 14, 2021Time: 10:00 AM - 11:00 AM MDTRoom: Lounge

36


Event OrganizerConference Talk Show 1 - Guests: Wei Chen, Glaucio Paulino,Ole Sigmund

Kurt Maute

Roundtable: High Performance Computing (HPC) in large-scale structural optimization

Niels Aage

37




Design for biomedical applications - II

Day: Monday - June 14, 2021Time: 6:00 PM - 6:50 PM MDTRoom: A

ID Title Presenter264 An Overview of Optimization Studies Related to

COVID-19Elizabeth Jordan

432 Analysis and Non-deterministic Optimization of Coro-nary stents under biological and surgical uncertainties

Nai Chun Liu

442 Identification of a bone growth for an individual patientof idiopathic scoliosis based on medical image data

Yasutaka Mitsumoto

471 Topology optimization of prosthetic structures for boneremodeling criteria

Qing Li

487 Optimization of the Walking Pattern by Utilizing BaseMotions Through Singular Value Decomposition

Cem Guzelbulut

559 Topology Optimization incorporating Nonlinear Mate-rial and Geometry applied to Coronary Stents

Thomas Wilson

Robust design and reliability-based design optimization - II

Day: Monday - June 14, 2021Time: 6:00 PM - 6:50 PM MDTRoom: B

38


ID Title Presenter27 Exact analytical PDFs of responses and reliabilities for

stochastic static and dynamic systemsJiaran Liu

45 Static and dynamic reliability-based design optimizationwith multiple most probable points based on direct prob-ability integral method

Xiaolan Li

58 A novel saddlepoint approximation and its applicationto structural reliability-based design optimization

Bach Do

66 Inherently Robust Designs via Stochastic Reduced Or-der Modeling

Miguel Aguilo

368 Reliability-Based Design Optimization Using GaussianProcess of Pouch Battery Pack in Stack Pressure Per-spective

Hyunhee Choi

Multi-scale topology optimization - III

Day: Monday - June 14, 2021Time: 6:00 PM - 6:50 PM MDTRoom: C

ID Title Presenter296 Smooth Material Representation for the Multi-scale

Topology Optimization Method by Deep Semantic Fea-ture Learning

Minsik Seo

342 Multi-scale Topology Design of Porous HeterogeneousMaterial-structure

Xiaonan Su

369 Concurrent topology optimization for cellular high con-ductive heat sink with high stiffness

Musaddiq Al Ali

563 Multiscale Topology Optimization via Multiscale Opti-mization Problems and Neural Network Surrogate Mod-els

Joel Najmon

Design optimization considering fracture, damage and fatigue - II


39


ID Title Presenter291 A path-dependent level set periodic topology optimiza-

tion with fracture criterionSimon Thomas

356 Damage identification from noisy frequency responsesusing topology optimization and lasso regularization

Akira Saito

429 Topology optimization for controlling crack propagationangle

Yupeng Sun

431 Data-driven and Topological Design of Structural Meta-materials for Fracture Resistance

Daicong Da

484 Fundamental study of topology optimization for brittle-ductile composites

Hiroya Hoshiba

Inverse problems and parameter identification - II


ID Title Presenter149 Inverse Design of Spatial Phase Modulation for Pro-

grammable Localization in Plasmonic MetasurfaceDoksoo Lee

324 Constraint Autoencoder Dimension Reduction Methodfor Inverse Problem

Zhiping Hou

361 Uncertainty Inverse Method for Parameters Identifica-tion of Robot Arms Based on Two-way Neural Network

Lutong Shi

426 A Model Updating Framework for Digital Twin with AnInsufficient Prior Knowledge

Wongon Kim

444 Comparison of statistical validation metrics for accuratevalidation with hypothesis testing

Hyejeong Son

Robust design and reliability-based design optimization - III


40


ID Title Presenter25 Robust optimization of structures under unilateral con-

tacts with uncertain initial gapsYoshihiro Kanno

53 Direct probability integral method for uncertainty quan-tification and design optimization of structures

Dixiong Yang

111 An Efficient Gradient-Based Method for Reliability-Based Design Optimization Combined with ProbabilityDensity Evolution Method

Lili Weng

290 Sequentially Approximated Feasibility Robustness withScenario Generation and Optimization

Randall Kania

535 Robust design optimization using interpretable self-organizing map

Deepak Nagar

Design optimization for optics and electromagnetics applications - III

Day: Monday - June 14, 2021Time: 7:00 PM - 7:50 PM MDTRoom: D

ID Title Presenter137 A magneto-structural topology optimization method

with additive manufacturing constraintsYingchun Bai

316 Topology Optimization for Operating Efficiency of PMMachines under Driving Cycle

Won Seok Song

383 Topology optimization of supercapacitors. Miguel Salazar deTroya

424 A topology optimisation in large-scale multi-particlesystems based on the scattering matrix method

Kei Matsushima

Robust design and reliability-based design optimization - IV


41


ID Title Presenter26 An aerodynamic metamodeling and optimization

method using point cloud deep neural networkLi Chao

146 An Efficient Approach for Dynamic-Reliability-BasedDesign Optimization Using the Probability Density Evo-lution Method

Jiashu Yang

154 Active learning Kriging strategy for reliability-based androbust design optimization

Zeng Meng

486 L-moments driven Bayesian inference for risk analysiswith scarce samples in the presence of extremes

Deepan Jayaraman

560 Stochastic Crashworthiness Optimization Accountingfor Simulation Noise and Random Parameters

Seyed Saeed Ahmadis-oleymani

565 Topology Optimization of Lattice-like Materials andStructures Considering Uncertainty

Seyed Ardalan Nejat

Design optimization for optics and electromagnetics applications - IV


ID Title Presenter279 Multi-material topology optimization of antenna sup-

porting structures considering electromagnetic perfor-mances

Naigang Hu

349 Multi-fidelity model based size optimization of electro-magnetic machine

Sungho Ahn

438 Electromagnetic-acoustic biphysical invisibility cloakvia CMA-ES based topology optimization

Garuda Fujii

Multi-scale topology optimization - IV


42


ID Title Presenter436 Graded Porous Structures Design via a Multi-material

and Multi-porosity Topology Optimization ApproachZhi Zhao

475 Multi-scale topology optimization applying FFT-basedhomogenization approach

Masayoshi Matsui

485 Multiscale topology optimization of anisotropic compos-ite structures for compliant mechanism design

Jaewook Lee

493 Two-scale optimization and de-homogenization of spa-tially graded lattice structures

Liang Xu

512 Band Gap Design of Lattice Infilled Structures usingTopology Optimization and Experimental Material In-terpolation Model

Jianbin Du

Socializing - 3

Day: Monday - June 14, 2021Time: 9:00 PM - 10:00 PM MDTRoom: Lounge

Event OrganizerConference Talk Show 2 - Guests: Gengdong Cheng, YoonYoung Kim, Daniel Tortorelli

Kurt Maute

43




Design of compliant mechanisms

Day: Tuesday - June 15, 2021Time: 7:00 AM - 7:50 AM MDTRoom: A

ID Title Presenter235 Topology optimization of flexures: a simple and versatile

formulationStijn Koppen

246 Design of flexoelectric structures via explicit topologyoptimization

Xiaoye Yan

385 Topology optimization designs of Multi-Input-Multi-Output hinge-free compliant mechanisms under buck-ling constraints

Jianhua Rong

427 Topology Optimization for Multi-layered MorphingWing Structure Using Distance Function

Hiroaki Tanaka

Reduced-order models in design optimization

Day: Tuesday - June 15, 2021Time: 7:00 AM - 7:50 AM MDTRoom: B

ID Title Presenter102 Multi-Fidelity Reduced-Order Modeling Applied to

Structural SimulationsDarshan Sarojini

148 Accelerating design optimization using reduced ordermodels

Youngsoo Choi

379 Spurious modes elimination in ROM-based topology op-timization of geometrically nonlinear structures

Lidan Zhang

384 Acceleration of shape optimization analysis using modelorder reduction by Karhunen-Loeve expansion

Shuichi Tango

578 Automatic reduced order model generation of multi-phisics problems using the hypercomplex finite elementmethod.

Manuel Garcia

44


Design optimization with applications to aerospace problems - I

Day: Tuesday - June 15, 2021Time: 7:00 AM - 7:50 AM MDTRoom: C

ID Title Presenter180 All-At-Once MDO formulation for coupled optimization

of launch vehicle design and its trajectory using a pseudospectral method

Jorge Valderrama

211 Multifidelity Learning for the Design of Re-Entry Cap-sules

Francesco Di Fiore

344 Multidisciplinary design optimization for compressorblisk under fatigue-creep reliability constraints

Hongxin Zhang

Machine learning for design optimization - I

Day: Tuesday - June 15, 2021Time: 7:00 AM - 7:50 AM MDTRoom: D

ID Title Presenter10 Machine learning based optimization of remodeling pa-

rameters for predicting bone formation in synthetic scaf-folds

Chi Wu

72 Cross-section optimization of steel frames using graph-based reinforcement learning

Kazuki Hayashi

136 A Local Approach of Deep Learning for AcceleratedTopology Optimizations with Broad Applicability

Niklas Hartrumpf

327 Automotive crashworthiness optimisation using machinelearning to emulate engineering expertise

Moritz Frenzel

374 Machine Learning Derived Graded Lattice Structures Jier Wang

Design optimization for advanced manufacturing - I

Day: Tuesday - June 15, 2021Time: 7:00 AM - 7:50 AM MDTRoom: E

45


ID Title Presenter82 Optimal Toolpath Design of Additive Manufactured

Composite Cylindrical StructuresLuis Felipe FernandezAyala

116 Imposing nozzle size restrictions in topology optimiza-tion for additive manufacturing

Eduardo Fernandez

123 Topology optimization in metal additive manufacturingusing an inherent strain based simulation

Martin Bihr

456 Minimizing intersecting features through topology opti-mization for Direct Metal Deposition

Vibhas Mishra

464 Topology Optimization with Generalized GeometricProjection: extension to Additive Layer Manufacturingself-supported designs

Gabriele Capasso

Raphael “Rafi” T. Haftka Memorial Session - I


ID Title Presenter135 Inverse Method for Static Load Reconstruction with

Sensitivity Filtering and Optimal Sensor PlacementMari Hanekom

430 Flight Control Surface Optimization with Optimal RibPlacement

Vladimir Gantovnik

476 Simultaneous size, layout and topology optimization ofstiffened panels under stress and buckling constraints

Sheng Chu

569 Composite Optimization - From Ply-Tailoring Conceptto Stacking Sequence Details

Ming Zhou

Design optimization with applications to aerospace problems - II


46


ID Title Presenter87 Uncertainty quantification for multidisciplinary launch

vehicle design using model order reduction and spectralmethods

Loic Brevault

100 An efficient hybrid method for aeroelastic optimizationof 3D-curved surfaces laminates

Daniel Milbrath DeLeon

177 Coupled topology and shape optimization of wings Lukas ChristianHøghøj

308 On the numerical accuracy of low- and high-order panelmethods in shape optimization

Cian Conlan-Smith

309 Thermal Simulation and Optimization of an Electro-Hydrostatic Actuator to reduce Component Tempera-tures

Simon Knecht

Topology optimization for fluids - I


ID Title Presenter43 Design of structure subject to non-Newtonian fluid-

structure interaction loads using topology optimizationof binary structure

Shahin Ranjbarzadeh

250 Level set topology optimization for Fluid-Structure In-teractions

Andreas Neofytou

332 3D Topology Optimization of Spacers in a Reverse Os-mosis Channel

Sicheng Sun

355 Multi-shape optimization in two-dimensional Stokesflow

Tim Suchan

402 Improved flow and pressure field accuracy in topologyoptimization through volume averaging

Maarten Theulings

Machine learning for design optimization - II


47


ID Title Presenter142 AI assisted optimization of highly non-linear systems on

hand of vehicle frontal crash studyJens Trilling

223 Generating high-resolution optimal topology using au-toencoder

Seungjun Lee

357 De-homogenization using Convolutional Neural Net-works

Ole Sigmund

377 Multiclass Blending and Data-Driven Topology Opti-mization for Functionally Graded Structures

Yu-Chin Chan

508 A novel shape generation framework via machine learn-ing and topology optimization

Nikolaos Kallioras

Design optimization for advanced manufacturing - II


ID Title Presenter122 Topology and print orientation optimization for addi-

tively manufactured products subjected to fatigue con-straints

Erik Lund

124 Topology Optimization of supports with imperfectbonding in Additive Manufacturing

Matías Godoy

179 Optimization of support structures for reducing thermaldisplacements in SLA

Christiaan Mommeyer

365 Experimental Investigation of Topology-OptimizedBeams with Anisotropic Base Materials

Hajin Kim

549 Drainage filter for topology optimization of cleanableparts

Reinier Giele

Raphael “Rafi” T. Haftka Memorial Session - II


48


ID Title Presenter539 Generalized Multifidelity Active Learning Framework

for Gaussian-Process-Based Reliability AnalysisAnirban Chaudhuri

580 The complex-step derivative approximation 20 yearslater

Joaquim Martins

Evolutionary and zero-order methods for structural optimization - I


ID Title Presenter32 Stiffener layout optimization for three-dimensional box

structures with maximization of natural frequenciesTiannan Hu

103 Motion characteristics of biological propulsion systemsfor underwater vehicles in starting process

Xiaowen Shang

258 Maximum thickness control in heuristic based structuraloptimization

Wael Mars

304 A new method for faster identification of segmented fea-sible regions in constraint optimization problems

KoushyarKomeilizadeh

407 A FORTRAN formulation for efficient topology opti-mization of structures in ANSYS

Guillermo RealesGutiérrez

421 Bionic design and optimization of aircraft spoiler stiff-ened layout

Ruotong Jiao

Moving morphable component methods - I


49


ID Title Presenter131 Explicit topology optimization considering transient

structural dynamic responses using the moving mor-phable component (MMC) approach

Jialin Li

221 Combined model-based stiffened plate structure topol-ogy optimization via MMC approach

Linyuan Li

367 Explicit Topology Optimization of Topological Insula-tors

Jiachen Luo

392 Implementing Bezier Curves and Commercial Solvers inthe Moving Morphable Components Framework

Thomas Shannon

490 Moving Stretchable Bars (MSB) method with chain con-straints for topology optimization of deployable struc-tures

Dongsheng Jia

566 Additive Manufacturing-Oriented Graded Lattice Struc-ture Design Based on MMC Method and Partition Co-ordinate Perturbation Technology

Xu Guo

Design optimization with applications to aerospace problems - III


ID Title Presenter55 Efficient Fail-safe Topology Optimization using the Ge-

ometry Projection MethodHollis Smith

162 Topology optimization of compliant mechanisms for de-signing reliable Lunar surface hardware.

Dorota Budzyń

326 Efficient Aircraft Rib Design through Multi-scale Topol-ogy Optimisation

Edouard Duriez

358 Topology optimization of large-scale 3D morphing wingstructures

Peter Dørffler Lade-gaard Jensen

543 The topology-size integrated optimization design for anaircraft wing structure

Hai Huang

50


Design optimization for advanced manufacturing - III


ID Title Presenter163 Dripping Effect and Overhang Constraint in Topology

Optimization for Additive ManufacturingAlain Garaigordobil

265 Concurrent shape optimization of the part and scan-ningpath for additive manufacturing

Mathilde Boissier

303 Topology optimization in OpenFOAM: how to definethe maximum inverse porosity to consider manufactur-ing constraint

Pablo Ignacio AlarcónSoto

459 Development of a coupled topology optimizationmethod for injection-molded short fiber-reinforcedpolymer-metal hybrid composites

Berenalp Enguerel

531 Topology Optimization under Constant Feature Thick-ness Constraint for Wire Based Additive Manufacturing

Julia Carroll

Socializing - 4

Day: Tuesday - June 15, 2021Time: 10:00 AM - 11:00 AM MDTRoom: Lounge

Event OrganizerIn Memoriam of Raphael “Rafi” T. Haftka Nam-Ho Kim

51




Plenary - 2

Day: Tuesday - June 15, 2021Time: 6:00 PM - 6:50 PM MDTRoom: Auditorium

Title PresenterPlenary Lecture 2 - Autonomous Optimization and Controlof Energy Systems

Andrey Bernstein

Evolutionary and zero-order methods for structural optimization - II

Day: Tuesday - June 15, 2021Time: 7:00 PM - 7:50 PM MDTRoom: A

ID Title Presenter129 History of Evolutionary Structural Optimization (ESO)

and Bidirectional ESOGrant Steven

229 Topology Optimization of Cellular Structures with HCA Jiao Jia295 Auto Plot PATHFINDER : Can multi-purpose opti-

mization generate a plant layout comparable to a vet-eran engineer ?

Kenji Mori

352 Geometry Optimization of a Rubber Mount UsingCuckoo Search Algorithm Considering Hyperelasticityand Viscoelasticity

Chih-Hsing Liu

568 The hybrid cellular automaton with adaptive controllers Sajjad Raeisi

52


Topology optimization for fluids - II

Day: Tuesday - June 15, 2021Time: 7:00 PM - 7:50 PM MDTRoom: B

ID Title Presenter51 On the topology optimization of fluid-structure interac-

tion problems with significant shear stressAnderson S. C.Azevêdo

171 Topology optimization of fluid-structure interactionproblems with turbulence models

Renato Picelli

277 Topology optimization for Navier-Stokes flow under theprojected area constraint

Kozo Furuta

446 Structural optimization of transient trajectory of parti-cle

Gil Ho Yoon

552 A Hyperelasticity-Based Mesh Deformation Techniquefor Topology Optimization of Fluid-Structure Interac-tion Problems

Mohamed Abdel-hamid

Design optimization of heat exchangers and other thermo-fluid applications -III

Day: Tuesday - June 15, 2021Time: 7:00 PM - 7:50 PM MDTRoom: C

ID Title Presenter16 Intelligent Design Methods for Structure Layout Opti-

mization Based on Deep LearningQiyin Lin

255 Topology Optimization for Transient Heat Transfer con-sidering Size Effect of Microstructure in Porous Material

NaruethepSukulthanasorn

289 Conformal Topology Optimization of Heat Conduc-tion Problems on Manifolds using Dimension ReductionLevel-set Methods (DR-LSM)

Xiaoqiang Xu

472 A novel design method of heat sink with conjugate heattransfer by geometry modeling and shape optimization

Xiwei Tian

546 Multi-Scale and Multi-Physics Analysis,Approximation-Assisted Optimization, and Exper-imental Validation of Compact Heat Exchangersutilizing High-Performance, Non-Round Tubes

James Tancabel

53


Moving morphable component methods - II

Day: Tuesday - June 15, 2021Time: 8:00 PM - 8:50 PM MDTRoom: A

ID Title Presenter35 Fully adaptive isogeometric topology optimization using

MMC based on truncated hierarchical B-splinesAodi Yang

224 Explicit topology optimization via growth evolution ofmoving morphable component (MMC)

Tianchen Cui

239 Optimization design of stiffened shell structures basedon MMC method

Xudong Jiang

243 Explicit structural topology optimization using BEM-based MMV approach

Weisheng Zhang

275 Topology Optimization with B-Spline Offset Features Ying Zhou310 Topology Optimization of Armor Layer in Marine Flex-

ible Riser Based on Moving Morphable ComponentsLifu Wang

Topology optimization for fluids - III

Day: Tuesday - June 15, 2021Time: 8:00 PM - 8:50 PM MDTRoom: B

ID Title Presenter183 Topology optimization of stationary fluid-structure in-

teraction problems including large displacementsKamilla Silva

188 Topology optimization of turbulent fluid flow by usinginteger linear programming

Emilio Carlos NelliSilva

362 Topology optimization for surface flows Yongbo Deng387 Data-driven Multifidelity Topology Design Using Varia-

tional Autoencoder in Thermal-fluid ProblemsKentaro Yaji

393 Navier-Slip Boundary Effect on Flow Topology Opti-mization

Georg Pingen

54


Design optimization of heat exchangers and other thermo-fluid applications -IV

Day: Tuesday - June 15, 2021Time: 8:00 PM - 8:50 PM MDTRoom: C

ID Title Presenter364 Topology Optimization of Fischer Tropsch Reactors for

Synthetic Fuel ProductionJorge Luis BarreraCruz

391 Level-Set Topology Optimization of a Phase ChangeCooled Airfoil Leading Edge for High Speed Applica-tions

Nils Wunsch

440 Multi-objective design optimization of perforated plateto improve the flow distribution in the heat exchanger

Kohei Miyamoto

506 Topology Optimization Design of Guide Plates for ColdPlate Flow Channel

Sihao Qian

Socializing - 5

Day: Tuesday - June 15, 2021Time: 9:00 PM - 10:00 PM MDTRoom: Lounge

Event OrganizerCareer Development Workshop John Evans

55




ISSMO General Assembly

Day: Wednesday - June 16, 2021Time: 7:00 AM - 7:50 AM MDTRoom: Auditorium

Orgnanized by Professor Wei Chen, President, ISSMO

Isogeometric methods in design optimization

Day: Wednesday - June 16, 2021Time: 8:00 AM - 8:50 AM MDTRoom: A

ID Title Presenter34 Adaptive isogeometric topology optimization in trun-

cated hierarchical B-splines spaceXianda Xie

203 Multiresolution Isogeometric Shape and Topology Op-timization with Volumetric Subdivision Representationof Complex Geometry

Gang Xu

380 Topology Optimization using Hierarchically RefinedHigher Order B-Spline Meshes

Mathias Schmidt

515 Isogeometric shape design sensitivity analysis of hypere-lastic Cosserat rods with extensible directors in friction-less contact problems

Myung-Jin Choi

524 Isogeometric design and shape optimization of 3D beamsand lattice structures at large deformations

Oliver Weeger

Optimization of contact and interface problems

Day: Wednesday - June 16, 2021Time: 8:00 AM - 8:50 AM MDTRoom: B

56


ID Title Presenter15 Optimization design for uniform contact stress distribu-

tion in elastic contact problemsYicong Zhou

181 Internal contact modeling for topology optimization Gore Lukas Bluhm270 Nonlinear Shape Optimization of Machine Elements in

ContactFilip Sjövall

410 Many-component analysis and design optimization withcontact interface conditions

Keenan Doble

411 Phase Field Topology Optimization of Elasto-PlasticStructures in Contact

Andrzej Myliski

445 Topology optimization of elastic contact problems withmaximum contact pressure constraint

Jiajia Li

Design optimization accounting for material nonlinear behavior - I

Day: Wednesday - June 16, 2021Time: 8:00 AM - 8:50 AM MDTRoom: C

ID Title Presenter127 Conceptual Crashworthiness Sheet Sizing Claus B.W. Pedersen192 Topology optimization of thermo-hyperelastic structures

utilizing inverse motion based form findingQianqian Sui

276 Structural topology optimization for ductile failure andbuckling resistance

Jonathan Russ

297 A Modular XFEM Approach Used For Elastoplastic Ma-terials

Felix Wohlgemuth

Design optimization for civil enginering and architectural design - I

Day: Wednesday - June 16, 2021Time: 8:00 AM - 8:50 AM MDTRoom: D

57


ID Title Presenter96 Plate supports optimization using feature mapping ap-

proachYakov Zelickman

121 The efforts so far: Topology optimization in concreteconstruction

Nadine Stoiber

134 A heuristic two-stage optimization of the system build-ing gymnasiums according to the scale

Hayata Takahashi

156 Robust Design Optimization of Moment-Resisting SteelFrames using Displacement-Restraint Brace and OilDamper

Sumio Kishida

312 Topology optimization of a steel joint for temporaryspace frames using P-norm aggregated stress constraints

Daan Van Cauteren

Design of composite structures - I

Day: Wednesday - June 16, 2021Time: 8:00 AM - 8:50 AM MDTRoom: E

ID Title Presenter54 Simultaneous optimization of the rib-stiffener placement

and skin material properties of a stiffened compositespace launcher structure

Florent Savine

99 Challenges for dealing with composite winding profilesunder lateral crash loads using the Graph and Heuristicbased Topology Optimization

Dominik Schneider

213 A generalised isogeometric polar approach for optimis-ing variable stiffness composites: application to eigen-value buckling problems

Marco Montemurro

353 Topological Optimisation of Large Additively Manufac-tured Composite Structures with a Graded Lattice Core

Alex Moss

376 Application of Sandwich Composites to Skin Panel Op-timization of the CRM wing

Yasser Meddaikar

532 Topology optimization with anisotropic material prop-erties considering buckling

Federico Ferrari

58


Topology optimization for solid mechanics

Day: Wednesday - June 16, 2021Time: 9:00 AM - 9:50 AM MDTRoom: A

ID Title Presenter126 Coupled topology optimization of both structure and

bolt connectionsLalaina Rako-tondrainibe

314 Topology optimization for stiffness and stability withnonlinear geometry

Peter Dunning

331 Topology optimization for pressure loading problems un-der buckling constraints using the TOBS method

Eduardo Mendes

334 Towards intentional aesthetics in topology optimizationby applying the principle of unity-in-variety

Shannon Loos

336 Analytical relationships for defining minimum lengthscales in the robust topology optimization frameworkbased on uniform manufacturing uncertainties.

Denis Trillet

496 Topology optimization with wall thickness and devel-opability constraints for foldable, shape-changing struc-tures

Yuqing Zhou

Design optimization accounting for material nonlinear behavior - II

Day: Wednesday - June 16, 2021Time: 9:00 AM - 9:50 AM MDTRoom: B

ID Title Presenter20 Plastic Work Constrained Topology Optimization Mathias Wallin285 Conformal Topology Optimization of Multi-material

Ferromagnetic Soft ActuatorsJiawei Tian

299 Sensitivity analysis for elasto-plastic materials with anon-local damage regularisation

Fabian Guhr

317 Gradient based shape optimization of the X0-specimen Jan Liedmann319 An Interface-enriched Level Set-based Topology Opti-

mization for Tailoring Fracture ToughnessJian Zhang

59


Design optimization for civil enginering and architectural design - II

Day: Wednesday - June 16, 2021Time: 9:00 AM - 9:50 AM MDTRoom: C

ID Title Presenter24 Topology optimization of nonlinear viscous dampers for

energy-dissipating structures subjected to random seis-mic excitations

Cheng Su

311 Shape optimization method for bar/beam nodes of com-plex structures with approximate concepts

Jiayi Fu

346 Structural Optimisation of Diffusion Driven Degrada-tion Processes

Navina Waschinsky

401 Circular Arch Optimization by Numerical and Dimen-sionless Approaches

Amedeo Manuello

544 Application of structural design and topology optimiza-tion in architecture

Junho Chun

Design of composite structures - II

Day: Wednesday - June 16, 2021Time: 9:00 AM - 9:50 AM MDTRoom: D

ID Title Presenter236 Coupled optimization of topology and orientation of lo-

cally anisotropic materialsAbdelhak Touiti

305 Failure load maximisation of variable-stiffness compos-ites with mass and manufacturability constraints

Michele Iacopo Izzi

378 Optimization of fiber-reinforced bead patterns using anevolutionary algorithm

Patrick Haberkern

470 The Tsai-Wu failure index as an objective in compositestructural optimization

Sa-aadat Parker

529 Optimal design of VTOL -UAV using PLA reinforcedwith carbone fibres

Hao Yue

60


Novel topology optimization techniques - I

Day: Wednesday - June 16, 2021Time: 9:00 AM - 9:50 AM MDTRoom: E

ID Title Presenter98 A new approach to topological ligaments in structural

optimizationCharles Dapogny

113 A diversity metric based on Gaussian process model fordiverse and competitive design

Zheng Li

144 A new approach based on spectral graph theory to avoid-ing enclosed voids in topology optimization

Alberto Donoso

170 Influence of different modeling for outer contour and in-ner zones in topology optimization

Jan Holoch

Socializing - 6

Day: Wednesday - June 16, 2021Time: 10:00 AM - 11:00 AM MDTRoom: Lounge

Event OrganizerCareer Development Workshop John Evans

61




Design of composite structures - III

Day: Wednesday - June 16, 2021Time: 6:00 PM - 6:50 PM MDTRoom: A

ID Title Presenter39 A Full-scale Topology Optimization Method for Fiber-

reinforced Composite Structures with Continuous FiberPaths

Hang Li

117 Material orientation optimization of laminated shellstructure for frequency response problem

Ryosuke Tsukihara

119 Stiffness-based concurrent design of fiber compositebased on the novel discrete-continuous material orien-tation optimization model

Haoqing Ding

186 Fiber Reinforced Additive Manufacturing: Implementa-tion in Optimization of Structural Components

Noah Ray

381 A heuristic method for practical FEA-based optimiza-tion of wind turbine blade core distributions

Austin Herrema

Novel topology optimization techniques - II

Day: Wednesday - June 16, 2021Time: 6:00 PM - 6:50 PM MDTRoom: B

62


ID Title Presenter101 A new method for integrated topology and packaging

optimizationStephen Roper

130 3D Manufacturable Design using Element-based Topol-ogy Optimization

Tuan Tran

139 Introducing Design Space-Independence in Beam Cross-Section Optimization

Chander Sen

225 The number of genus Constraint in 3D Structural Topol-ogy Optimization

Haitao Han

553 Revisiting element removal strategies in topology opti-mization and the role of Heaviside Projection in materialreintroduction

James Guest

Machine learning for design optimization - III

Day: Wednesday - June 16, 2021Time: 6:00 PM - 6:50 PM MDTRoom: C

ID Title Presenter71 Acceleration design for continuum topology optimiza-

tion Based on ICM method and data-drivenHongling Ye

89 Accelerated projected gradient method for complianceminimization problem

Akatsuki Nishioka

420 Towards accelerating topology optimization via machinelearning

Yi Xing

474 Iterative Sizing Optimization of Aircraft Wings UsingAnalytical Neural Networks

Masakazu Kobayashi

492 Dynamic Robotic Grasping Optimization Based OnDeep Q-Network

Jianhao Fang

Design optimization for advanced manufacturing - IV

Day: Wednesday - June 16, 2021Time: 6:00 PM - 6:50 PM MDTRoom: D

63


ID Title Presenter44 Space-time topology optimization using thermal regu-

larization for the fabrication sequenceWeiming Wang

83 PDE for the geometrical constraint of additive manufac-turing and its application to topology optimization

Takayuki Yamada

248 Concurrent Optimization of Building Orientation andInfill-Struts for Lattice Structures in Additive Manufac-turing

Chenyang Li

454 Topology Optimization of 3D Shell Coated Structureswith Graded Lattice Infill for Additive Manufacturing

Chang Liu

542 Topology Optimization for Design with Stress-dependent Material Properties

Justin Unger

Design of composite structures - IV


ID Title Presenter19 Optimization of fiber orientation for composite lami-

nates based on artificial neural networksYanan Xu

184 A Topology Optimization approach for Design ofActively-cooled Vascular Composite

Reza Pejman

382 Multiobjective Stacking Sequence Optimization for Un-symmetrical Laminated Plate with Ply Drop-off underSeveral Empirical Constraints

Nozomu Kogiso

396 Design Of Fiber Path And Shape For Variable-stiffnessPanels Via Isogeometric Analysis

Yu Wang

Novel topology optimization techniques - III


64


ID Title Presenter145 An ODE-govern Density Method with Level-set Descrip-

tion for Topology OptimizationYang Liu

262 Combined topology and spatial layout optimization formodularly constructed structures

Kristie Higginson

318 Modified SIMP model and a new continuation scheme Ping Yi460 Development of joint distance constraint for optimal

topology and optimal connection for multiple compo-nents

Jun Hwan Kim

558 Topology Optimization of Structures with Pro-grammable Snapping Instabilities

Tuo Zhao

Machine learning for design optimization - IV


ID Title Presenter153 A data-driven self-adaptive SSI-PSO for the multi-scale

lightweight design of the CFRP automotive partsHan Li

159 Machine learning and graph embedding for truss topol-ogy optimization

Makoto Ohsaki

414 Universal Machine Learning for Topology Optimization:Multiscale Adaptive Online Learning on UnstructuredDiscretizations

Heng Chi

443 System reliability analysis using predictive system un-certainty

Seonghyeok Yang

564 Efficient shape update in topology optimization usingphysics-informed neural networks

Atsuto Hashimoto

Design optimization for advanced manufacturing - V


65


ID Title Presenter81 Optimization-based Design for Additive Manufacturing Joshua Robbins214 Additive manufacturing topology optimization for buck-

ling with stiffness constraintJunji Kato

283 Topology Optimization Method with Overhang Con-straint for Selective Laser Melting

Yu Wang

433 Topology optimization subject to overhang angle con-straint with overhang length relaxation in AM

Kaiqing Zhang

562 Discrete Object Projection using Alternate Strategies toPrevent Phase Mixing

Chuan Luo

Design of composite structures - V


ID Title Presenter23 Optimizing composite structures with curvilinear fibers

through a parametric divergence-free vector fieldmethod

Ye Tian

325 Concurrent Multi-phase and Multi-scale Design Opti-mization of Fiber-reinforced Variable Stiffness Compos-ite Structures

Zunyi Duan

338 Fiber-reinforced hyperelastic structures under large de-formations

X. Shelly Zhang

422 Comprehensive Optimization of Composite LaminateStacking Sequence and Shape with Two-Level Approxi-mation Method

Xinrong Liu

499 Optimizing Reinforcement Architecture of Plain-wovenTextile Composites for Tailored Stiffness and ThermalConductivity

Xiaoyi Zhou

Novel topology optimization techniques - IV


66


ID Title Presenter222 Adaptive mesh refinement in density-based topology op-

timizationBoyan Lazarov

274 Generative Adversarial Networks for MultiphysicsTopology Design

Corey Parrott

281 Structural topology optimization using the body-fittedmesh

Zicheng Zhuang

435 IGA/FCM-based Adaptive Bubble Method for Simulta-neous Shape and Topology Optimization of Shell Struc-tures

Hualin Zhang

437 Structural complexity control in discrete variable con-tinuum topology optimization

Yuan Liang

541 Topology Optimization for thermal response time basedon linear eigenvalues

Jaeyub Hyun

Machine learning for design optimization - V


ID Title Presenter267 Machine-learning Based Multi-fidelity Surrogate Model-

ing MethodsChao Zhang

366 An Innovative Design Method of Tire Tread Patternsby Deep Generative Model and Elitist Multi-ObjectiveSearch

Kazuki Imamura

448 Efficient tire pattern design using deep learning method-ology

Mingyu Lee

573 Generating airfoil with specific lift coefficients using con-ditional GAN and conditional VAE

Kazuo Yonekura

Design optimization for advanced manufacturing - VI


67


ID Title Presenter155 Concurrent Topology Optimization of Shells and Self-

supporting Infills for additive manufacturingYufan Lu

351 Topology Optimization of Supports and Infills for Addi-tive Manufacturing with Process Simulations and Geo-metric Constraints

Mingdong Zhou

441 Multi-objective design optimization of process parame-ters in cold forging minimizing risk of material damage

Satoshi Kitayama

567 Topology Optimization for Fused Filament Fabricationwith Weak Deposition Bonds

Jackson Jewett

Socializing - 7

Day: Wednesday - June 16, 2021Time: 9:00 PM - 10:00 PM MDTRoom: Lounge

Event OrganizerRoundtable: Software design, development and managementpractices

Miguel Aguilo

68




Multi-objective topology optimization

Day: Thursday - June 17, 2021Time: 7:00 AM - 7:50 AM MDTRoom: A

ID Title Presenter36 Multi-Objective Optimization under Uncertainty of Pro-

cess Parameters in Additive ManufacturingBerkcan Kapusuzoglu

107 Exploration of Pareto Front for Multi-objective Topol-ogy Optimization Problem Incorporating an AdaptiveWeight and a Configuration-based Clustering Scheme

Seungjae Min

245 Multi-objective optimization of gear ratio and shiftingpatterns in multi-speed transmission electric vehicles us-ing transmission efficiency map

Junhyeong Jo

455 Thermo-mechanical coupling multiobjective periodictopology optimization of orthotropic structures basedon element-free Galerkin method.

Jianping Zhang

457 Six-objective optimization of electrothermal microactu-ators by means of Game Theory and Artificial ImmuneSystem

Adam Dugosz

575 Cooperative framework for many-objective crash opti-mization

Nidhi Nivesh Dom-maraju

Level set methods

Day: Thursday - June 17, 2021Time: 7:00 AM - 7:50 AM MDTRoom: B

69


ID Title Presenter172 An overview on the Interface-enriched Generalized Fi-

nite Element Method (IGFEM) for level set-based topol-ogy optimization

Alejandro Aragón

228 3D multi-material topology optimization with B-splineparameterized level set method

Junpeng Zhao

231 A Level set band method for level set-based topologyoptimization methods

Peng Wei

261 A CAD Aware Meshfree Topology Optimization Frame-work using Moments

Sandilya Kambampati

333 Explicit Level Set Topology Optimisation Method forMultidisciplinary Applications

Elliot Bontoft

419 Shape and Material Optimization of Problems with Dy-namically Evolving Interfaces

Kurt Maute

453 Level Set-based Topology Optimization for MaximizingLinear Buckling Load

Ishida Naoyuki

Design optimization of acoustic materials and devices - I

Day: Thursday - June 17, 2021Time: 7:00 AM - 7:50 AM MDTRoom: C

ID Title Presenter110 Transient vibroacoustic structural optimization for tai-

lored broadband characteristicsNiels Aage

150 Vibroacoustic shape optimization Peter Risby Andersen152 Topology optimization for two-layered acoustic metasur-

faces based on a two-scale homogenization methodYuki Noguchi

300 Research on topology optimization of acoustic-structural coupling system under explicit framework

Lei Xu

347 Topology Optimization of an Acoustic Diode? Seyedabbas Mousavi405 Shape sensitivity analysis for embedding methods with-

out domain transformations: application to acousticsMartin Berggren

70


Shape optimization - I

Day: Thursday - June 17, 2021Time: 7:00 AM - 7:50 AM MDTRoom: D

ID Title Presenter70 Shape optimization of auxetic bending-active gridshells

with non-uniform reentrant patternsYusuke Sakai

97 Eulerian Shape Optimization by Density Advection Ronald Bartz160 Optimal Strength Of Shaft-hub Assembly Niels Leergaard Ped-

ersen227 Multidisciplinary design optimization of the shape and

structure of Blended-wing-body Underwater GliderChongbo Fu

315 A shape optimization approach towards scalable algo-rithms allowing large deformations

Jose Alfonso PinzonEscobar

491 Quasi-Newton Relaxed Gradient Projection method inlarge constrained node-based shape optimization prob-lems

Ihar Antonau

Design optimization considering eigenfrequency and dynamics - I

Day: Thursday - June 17, 2021Time: 7:00 AM - 7:50 AM MDTRoom: E

71


ID Title Presenter29 Material Nonlinear Numerical Method of Dynamic

Topology Optimization on Equivalent Static LoadsMethod

Yongxin Li

41 Topology optimization of eigenvalue problems Anna Dalklint147 Nonlinear dynamic response optimization using Differ-

ence based Equivalent Static Loads combined with adap-tive time selection

Jens Triller

321 Damper placement optimization for truss structure vi-bration control

Ziqi Dai

510 Sensitivity analysis of a floating frame of reference ap-proach to flexible multibody systems: Application to thedesign optimization of a Tyrolean weir cleaning mecha-nism

Veit Gufler

533 Investigation of Combining Vertex Morphing and RigidBody Parametrization

David Schmölz

Design optimization with applications to automotive problems - I


ID Title Presenter74 About Tailor Rolled Blank parts in the multi-

disciplinary optimization process of a vehicleNiklas Klinke

75 Data-driven modeling of impact dynamics using spa-tiotemporal graph neural network

Ziming Wen

76 LEOPARD|topo nonlinear topology optimizationoverview of the implemented methods and models

Sierk Fiebig

363 A Convex Optimization Framework for Minimum LapTime Design and Control of Electric Race Cars

Olaf Borsboom

462 Optimal Structural Design of Vehicle Wheels throughMulti-Objective Optimization and Artificial Intelligence

Federico Ballo

72


Design of metamaterials - I


ID Title Presenter22 A Two-Variable Topology Optimization Approach for

Simultaneously Macro Layout and Local Grading of Pe-riodic Lattice Structures with Additive ManufacturingConstraints

Niclas Strömberg

216 Level-set Topology Optimization of Mechanolumines-cent Materials

Hesaneh Kazemi

272 Topology optimization of differentiable microstructures Xiaoya Zhai284 Microstructural topology optimization for patch-based

sandwich panel with desired in-plane thermal expansionand structural

Zihao Yang

337 Systematic design and investigation of 3D hierarchicalmaterials with enhanced buckling strength

Fengwen Wang

480 Topology Optimization of Graded Lattice Structureswith Self-Connected Multiple Microstructures

Shutian Liu

Surrogate modeling for design optimization - I


73


ID Title Presenter18 Efficient high-dimensional Kriging modeling via the ac-

tive subspace methodLiming Chen

42 Surrogate modeling for high-dimensional problems viaimage-driven manifold learning

Yu Li

69 Competitive variable-fidelity surrogate model via datamining

Kuo Tian

90 An Iso-volumetric Weighting Approach to Increase Effi-ciency of Stratified Samplings

Arne Kaps

256 Structural Optimization Using Bayesian Strategies withCompositional Kernel Search

Jens Winter

388 A Screening-based Gradient-enhanced Multi-fidelityGaussian Process model for Black-box Function Approx-imation

Quan Lin

Shape optimization - II


ID Title Presenter133 Shape optimization of SMA structures with respect to

fatigueXiaojun Gu

165 Nodal move limits for shape optimization of claddedgridshells

Willem Gythiel

168 Variational shape sensitivity analysis of an elastoplasticmaterial using IGA

Seyed Ali Ghasemi

193 A NURBS-based Shape Optimization Design of Struc-tures and Materials

Ahmad Najafi

240 Shape optimization of aero-engines turbine disks basedon mesh deformation method

Lei Huang

522 Multi-body and Multi-physics Shape Optimization Us-ing Vertex Morphing Method

Moustafa Alsayed Ah-mad

74


Design optimization considering eigenfrequency and dynamics - II


ID Title Presenter164 Weakly and fully coupled level set-based topology opti-

mization of flexible multibody systemsAli Azari Nejat

209 Topology Optimization for Improving Stability of a Ro-tating Thin Plate

Jialiang Sun

320 Sensitivity Analysis of Geometrically Exact Beam For-mulation in the Local Frame

Juliano Todesco

386 Topology optimization of vibrating thin-walled stiffenedplate with damping layer

Bin Niu

461 Topology optimization for large-scale MIMO frequencyresponse using reduced-order models

Arnoud Delissen

Stress-constrained topology optimization - I


ID Title Presenter30 A Maximum Rectifier Function for Stress-Constrained

Topology OptimizationJulián Norato

109 Stress-based topology optimization with precise and ex-plicit geometric boundaries

Emad Shakour

372 Topology optimization with stress constraints and time-varying body forces

Alexander Held

577 Stress constrained topology optimization Gunnar Granlund

Design optimization with applications to automotive problems - II


75


ID Title Presenter77 Using sensitivities in a heuristic nonlinear topology op-

timizationThilo Franke

105 Heuristics based on expert knowledge for improving thetopology of profile structures under axial crash loadingin the scheme of the Graph and Heuristic based Topol-ogy Optimization

Johannes Sperber

151 Optimization for Super Element Interior NVH Re-sponses

Shaobin Liu

415 Truck door light weight designs using topology optimiza-tion

Pierre Duysinx

504 Uncertainty management framework for automotivecrash simulations

Jonas Jehle

Shape optimization - III


ID Title Presenter166 Free vibration optimization of viscoelastic cantilever

beams and platesAntoni Joubert

241 Shape Optimization Method for Mutual Coupling Re-duction of the MIMO Antenna-array

Yi Tang

330 Shape optimization of the forged automotive componentwith consideration of the unstable behavior

Przemysaw Sebastjan

518 Node-Based Shape Optimization and Mechanical TestValidation of Complex Metal Components Manufac-tured by Laser Powder Bed Fusion.

Aditya Ghantasala

540 Status and potentials of free form shape optimization Kai-Uwe Bletzinger

Design optimization considering eigenfrequency and dynamics - III


76


ID Title Presenter178 Topology Optimization of Reduced Flexible Dynamical

Systems with Unilateral ContactsTimo Schmidt

215 Design of periodically stiffened panels for vibration con-trol using data-driven optimization

Meng-Xin He

263 Data-Driven Multiscale Design with Multiclass Mi-crostructures for Natural Frequency Maximization

Liwei Wang

481 Design optimization of FGM Materials Jüri Majak519 Topology optimization for the control of eigenfrequen-

cies with applications to MEMS and vibro-acousticsDaniele Giannini

Novel topology optimization techniques - V


ID Title Presenter112 Efficient approximate and exact reanalysis methods for

the 0-1 topology modificationXinyu Xie

114 Reduction of the multiple load optimum material designto the linear constrained problem

Tomasz Lewiński

157 Target reaction force design of continuum structures us-ing topology optimization

Christian Frier Hve-jsel

302 A Multi-Material Topology Optimization Method forthe Resolution of Interfaces by means of the CISAMR-Algorithm

Robert Renz

323 Investigating inexact iterative solvers in nested topologyoptimization

Oded Amir

329 Insights into numerical integration in feature mapping Fabian Wein

Socializing - 8

Day: Thursday - June 17, 2021Time: 10:00 AM - 11:00 AM MDTRoom: Lounge

77


Event OrganizerISSMO Women Networking 2 X. Shelly Zhang

78




Plenary - 4

Day: Thursday - June 17, 2021Time: 6:00 PM - 6:50 PM MDTRoom: Auditorium

Title PresenterSOTA Talk - Topology optimization: methodologies and ap-plications

Josephine Carstensen

SOTA Talk - From Surrogate Modeling to Physics-informedNeural Networks What Has Machine Learning Done for En-gineering Analysis and Design?

Felipe Viana

Stress-constrained topology optimization - II

Day: Thursday - June 17, 2021Time: 7:00 PM - 7:50 PM MDTRoom: A

ID Title Presenter28 Stress-constrained topology optimization based on IGA-

MFSE methodZhenzeng Lei

65 Stress-based structural optimization design under loadposition uncertainty

Minkyu Oh

198 Topology optimization design under stress and temper-ature constraints

Qingxuan Meng

238 Stress-constrained topology optimization with inhomo-geneous microstructure

Ruijie Zhao

412 Topology optimization with local stress constraints us-ing a unified failure criterion

Oliver Giraldo-Londoño

79


Design optimization of acoustic materials and devices - II

Day: Thursday - June 17, 2021Time: 7:00 PM - 7:50 PM MDTRoom: B

ID Title Presenter85 Acoustic hologram with phased arrays via topology op-

timizationWeibai Li

191 Customized inverse design of broadband acoustic meta-materials

Hao-Wen Dong

232 A robust topology optimisation for acoustic-elastodynamic coupled structures with broad workingbandwidths

Jincheng Qin

293 Multi-scale optimal design method of anisotropic acous-tic metamaterials based on topology optimization andhigh-frequency homogenization method

Shinji Nishiwaki

348 Topology optimization of full and directional band gapacoustic metamaterials

Xiaopeng Zhang

574 A level-set approach for multiple materials based onreaction-diffusion equation applied to inversion prob-lems in acoustic wave propagation

Paulo Bastos de Cas-tro

Design of metamaterials - II

Day: Thursday - June 17, 2021Time: 7:00 PM - 7:50 PM MDTRoom: C

80


ID Title Presenter104 Topology optimization using the representative volume

element method and machine learning for functionallygraded composite materials

Cheolwoong Kim

161 Concurrent shape optimization for multiscale structureusing Hź gradient method

Minami Fujioka

202 Topology Optimization of Monolayer Metamataerialsfor Total Mode Conversion of Elastic Waves

Won Uk Yoon

398 Investigation on numerical analysis and mechanicsexperiments of topology optimization of functionallygraded lattice structure

Long Liu

404 Optimal plate microstructures with ultimate stiffness forarbitrary multi-loadings

Yiqiang Wang

466 A heterogeneous lattice structure topology optimizationmethod considering the stress constraint

Shuzhi Xu

Design optimization for advanced manufacturing - VII

Day: Thursday - June 17, 2021Time: 7:00 PM - 7:50 PM MDTRoom: D

ID Title Presenter67 Topology Optimization of Self-supporting Infills for Ad-

ditive ManufacturingYichang Liu

195 Three-dimensional topology optimization consideringoverhang constraint in B-spline space

Che Wang

576 Variable lattice density optimization based on sequentialinherent strain method used in additive manufacturingprocess

Akihiro Takezawa

Surrogate modeling for design optimization - II

Day: Thursday - June 17, 2021Time: 8:00 PM - 8:50 PM MDTRoom: A

81


ID Title Presenter106 An adaptive PCE-HDMR approach for high dimensional

metamodelingJian Zhang

158 High-dimensional Global Optimization Method basedon Decomposition and Knowledge Transfer

Qineng Wang

226 A Surrogate-based Layout-shape coupling OptimizationStrategy for Blended-Wing-Body Underwater Gliders

Weixi Chen

280 A hierarchical surrogate assisted constrained particleswarm optimization method for expensive black-box op-timization problems

Kanghui Tao

313 A multi-model fusion based mode-pursuing samplingmethod for expensive black-box optimization problems

Ruobing Wang

497 Visual exploration of response space as a function ofsampling density in input DoE

Rashmi Rama Sushil

Design optimization considering eigenfrequency and dynamics - IV

Day: Thursday - June 17, 2021Time: 8:00 PM - 8:50 PM MDTRoom: B

ID Title Presenter63 Free-form optimization of vibration lures under real

loading conditions for maximizing their fundamental fre-quencies

Jin-Xing Shi

217 Shape preserving design for structures under harmonicresonance response

Yulei Wang

350 Shorten Transient State Duration of Forced Vibrationby Structural Optimization

Kun Yan

451 Research on overall design method and concept realiza-tion of mechanical structure

Tianjian Li

509 Beam System Optimization with Flexible MultibodyDynamics Considering Nonlinearity of Large Deforma-tion, Mechanization and Contact

Yang Cheng

550 An Assessment of Topology Optimization Algorithms onLarge-Scale Compliance and Eigenvalue Problems

Yicong Fu

82


Machine learning for design optimization - VI

Day: Thursday - June 17, 2021Time: 8:00 PM - 8:50 PM MDTRoom: C

ID Title Presenter294 CNN-driven Approximate Algorithm of Topology Opti-

misation Based on Initial Stress LearningJun Yan

395 Data-driven topology design: A possibility ofsensitivity-free structural optimization by deep genera-tive models

Shintaro Yamasaki

428 Designing Phononic Bandgap Metamaterials with aGaussian Mixture-Variational Autoencoder

Hongyi Xu

473 A mechanistic-based data-driven approach to acceleratestructural topology optimization through finite elementconvolutional neural network (FE-CNN)

Tianle Yue

Socializing - 9

Day: Thursday - June 17, 2021Time: 9:00 PM - 10:00 PM MDTRoom: Lounge

Event OrganizerRoundtable: Artificial Intelligence and Machine Learning Raissi Maziar, Sub-

hayan De

83


Friday - June 18, 2021


Plenary - 5

Day: Friday - June 18, 2021Time: 7:00 AM - 7:50 AM MDTRoom: Auditorium

Title PresenterSOTA Talk - Digital transformation and optimization Yoo Jeong NohSOTA Talk - System analysis and design in uncertainty Mathieu Balesdent

Multi-material topology optimization

Day: Friday - June 18, 2021Time: 8:00 AM - 8:50 AM MDTRoom: A

ID Title Presenter341 Design of composite structures with programmable elas-

tic responses under finite deformationsWeichen Li

417 New concepts of lightweight gearbox rear covers madeof aluminum and plastic using multi-material topologyoptimization

Ioanna Koutla

434 Layout design of thin-walled structures with lattices andstiffeners using multi-material topology optimization

Yang Li

511 Cellular Automata Mimicking Bodies Collision Appliedto Multi-Material Topology Optimization

Katarzyna Tajs-Zielinska

534 Level-set Multi-material Topology Optimization withthe XFEM

Adam Christopherson

556 Multi-Material Topology Optimization for EmbodiedCarbon

Claire Holley

84


Software

Day: Friday - June 18, 2021Time: 8:00 AM - 8:50 AM MDTRoom: B

ID Title Presenter125 An Efficient 180-line Matlab code for Adaptive Bubble

Method (ABM) based topology optimizationDaoyuan Yu

206 TopOpt.jl: Truss and Continuum Topology Optimiza-tion, Interactive Visualization, Automatic Differentia-tion, and More

Yijiang Huang

339 A comparative study of educational codes on topologyoptimization

X. Shelly Zhang

458 10-Million-Voxels Interactive Topology Optimizationfrom Mobiles Devices

Tuan Nguyen

561 Stress-constrained topology optimization: A stressaggregation-free educational software

Glaucio Paulino

572 Enhanced synergy between topology optimization andadditive manufacturing with integrated end-to-end dig-ital innovation platform: Application to space compo-nents

Frédéric Duboeuf

Truss topology optimization - I

Day: Friday - June 18, 2021Time: 8:00 AM - 8:50 AM MDTRoom: C

ID Title Presenter62 Optimal design of grid systems for tall buildings using

lattice structuresJanos Logo

199 Concurrent topology and geometry optimization of trussstructures with global stability constraints

Alemseged Weldeye-sus

269 A new growth method for truss shape and topology op-timization

Tomasz Sokół

403 Truss structure topology optimization for maximumshakedown multiplier

Kai Li

520 Interactive layout optimization of long-span structuressubject to self-weight and multiple load-cases

Helen Fairclough

85


Topology optimization considering uncertainty - I

Day: Friday - June 18, 2021Time: 8:00 AM - 8:50 AM MDTRoom: D

ID Title Presenter49 Robust topology optimization when nominal and ex-

pected compliance are the sameJanos Logo

194 Worst-case design of plane frames using order statistics Wei Shen447 Modeling of geometric uncertainties in topology opti-

mization via the shift of design nodes.Jonghyun Kim

525 Incorporating uncertainties in Topology Optimization:A Stochastic Reduced Order Model approach

Alberto Torres

545 Topology optimization for fail-safe designs using movingmorphable components as a representation of damage

Hampus Hederberg

Optimization algorithms - I

Day: Friday - June 18, 2021Time: 8:00 AM - 8:50 AM MDTRoom: E

ID Title Presenter86 Significant input variable selection for design optimiza-

tion of piezoelectric energy harvesterHansu Kim

409 Computing multiple solutions of topology optimizationproblems

Ioannis Papadopoulos

423 Path Planning of Ship Collision Avoidance Using Im-proved A* Algorithm

Seo Chanhee

483 Exploring Quasi-Optimum Solution Assuming SideConstraints from Approximation Active Constraints

Hiroshi Unesaki

523 The continuous stochastic gradient method with appli-cations in topology optimization

Lukas Pflug

537 Hybrid Fireworks-Evolutionary Optimization Algo-rithm

Pawe Padzior

86


Topology optimization with manufacturing constraints

Day: Friday - June 18, 2021Time: 9:00 AM - 9:50 AM MDTRoom: A

ID Title Presenter80 Manufacturing Cost-Driven Topology Optimization of

Welded Steel Frame Structures based on the GeometryProjection Method

Hongye Gu

174 An Advection-Diffusion based Filter for Machinable De-signs in Topology Optimization

Erik Albert Träff

354 Parameterised Post-Processing of Topology Optimisa-tion Results

Maninder Sehmi

489 A prototype software for topology optimization consid-ering production constraints and multi-material designrules

Carlos Lopez Ro-driguez

517 Topology optimization for multi-axis machining Joshua Gasick526 Machining Constraints in Topology Optimization using

Projection MethodsHak Yong Lee

Truss topology optimization - II

Day: Friday - June 18, 2021Time: 9:00 AM - 9:50 AM MDTRoom: B

ID Title Presenter138 Combination of Structural Optimization Methods to De-

sign Optimal Truss StructuresKübra Ulukulu

175 Combined fail-safe and robust optimization of beamcross-section properties

Mathias Stolpe

400 Arch systems of minimum weight GrzegorzDzierzanowski

551 Optimal design of reinforced concrete slabs Matthew Gilbert554 Vaults of minimum weight and compliance - form finding

via 2D convex problemKarol Bołbotowski

87


Topology optimization considering uncertainty - II

Day: Friday - June 18, 2021Time: 9:00 AM - 9:50 AM MDTRoom: C

ID Title Presenter375 Stochastic topology optimization for superior robustness Johannes Neumann516 Topology optimization with worst-case material defects Jannis Greifenstein530 Topology optimization with uncertain Dirichlet data Carl-Johan Thore536 Microscale Uncertainty in Macroscale Topology Opti-

mizationSubhayan De

Optimization algorithms - II

Day: Friday - June 18, 2021Time: 9:00 AM - 9:50 AM MDTRoom: D

ID Title Presenter390 Exact Size and Shape Optimization of Additively Man-

ufactured Lightweight Planar Frame Structures withManufacturability Constraints and Modern Global Op-timization Methods

Oguz Toragay

397 Sequential separable conservative approximate integerprogramming algorithm for discrete variable structuretopology optimization

Kai Sun

452 On exact separabel models in structural optimization Michael Stingl469 Global optimality in minimum compliance topology op-

timization of frame and shell structuresMarek Tyburec

527 L-moments enabled modified Chebyshev bounds for Un-certainty Quantification

Naman Jain

528 Design Variable Scaling for the Vertex MorphingMethod

Armin Geiser

88


Socializing - 10

Day: Friday - June 18, 2021Time: 10:00 AM - 11:00 AM MDTRoom: Lounge

Event OrganizerDesign Optimization in Industry Julian Norato

89


Index of Abstract IDs and Presenters

90

Abstract IDs010, 45015, 57016, 53017, 33018, 74019, 64020, 59022, 73023, 66024, 60025, 41026, 42027, 39028, 79029, 72030, 75032, 49034, 56035, 54036, 69039, 62041, 72042, 74043, 47044, 64045, 39049, 86050, 35051, 53053, 41054, 58055, 50058, 39060, 33061, 33062, 85063, 82065, 79066, 39067, 81069, 74070, 71071, 63

072, 45074, 72075, 72076, 72077, 76080, 87081, 66082, 46083, 64085, 80086, 86087, 47089, 63090, 74092, 32093, 31094, 32095, 33096, 58097, 71098, 61099, 58100, 47101, 63102, 44103, 49104, 81105, 76106, 82107, 69109, 75110, 70111, 41112, 77113, 61114, 77115, 34116, 46117, 62118, 36119, 62121, 58122, 48

91


123, 46124, 48125, 85126, 59127, 57128, 34129, 52130, 63131, 50133, 74134, 58135, 46136, 45137, 41138, 87139, 63140, 33141, 36142, 48143, 31144, 61145, 65146, 42147, 72148, 44149, 40150, 70151, 76152, 70153, 65154, 42155, 68156, 58157, 77158, 82159, 65160, 71161, 81162, 50163, 51164, 75165, 74166, 76168, 74170, 61171, 53

172, 70173, 33174, 87175, 87176, 36177, 47178, 77179, 48180, 45181, 57182, 33183, 54184, 64185, 36186, 62187, 34188, 54189, 33190, 34191, 80192, 57193, 74194, 86195, 81198, 79199, 85201, 34202, 81203, 56206, 85207, 31208, 32209, 75211, 45212, 36213, 58214, 66215, 77216, 73217, 82221, 50222, 67223, 48224, 54225, 63226, 82

92


227, 71228, 70229, 52231, 70232, 80235, 44236, 60238, 79239, 54240, 74241, 76243, 54245, 69246, 44248, 64249, 36250, 47252, 34253, 32254, 31255, 53256, 74258, 49260, 32261, 70262, 65263, 77264, 38265, 51266, 34267, 67268, 33269, 85270, 57271, 35272, 73274, 67275, 54276, 57277, 53279, 42280, 82281, 67283, 66284, 73285, 59

288, 32289, 53290, 41291, 40293, 80294, 83295, 52296, 39297, 57298, 35299, 59300, 70302, 77303, 51304, 49305, 60308, 47309, 47310, 54311, 60312, 58313, 82314, 59315, 71316, 41317, 59318, 65319, 59320, 75321, 72323, 77324, 40325, 66326, 50327, 45329, 77330, 76331, 59332, 47333, 70334, 59336, 59337, 73338, 66339, 85341, 84

93


342, 39344, 45346, 60347, 70348, 80349, 42350, 82351, 68352, 52353, 58354, 87355, 47356, 40357, 48358, 50361, 40362, 54363, 72364, 55365, 48366, 67367, 50368, 39369, 39370, 32371, 35372, 75373, 35374, 45375, 88376, 58377, 48378, 60379, 44380, 56381, 62382, 64383, 41384, 44385, 44386, 75387, 54388, 74390, 88391, 55392, 50

393, 54395, 83396, 64397, 88398, 81400, 87401, 60402, 47403, 85404, 81405, 70407, 49408, 36409, 86410, 57411, 57412, 79414, 65415, 76417, 84418, 31419, 70420, 63421, 49422, 66423, 86424, 41426, 40427, 44428, 83429, 40430, 46431, 40432, 38433, 66434, 84435, 67436, 43437, 67438, 42439, 34440, 55441, 68442, 38443, 65444, 40

94


445, 57446, 53447, 86448, 67449, 34451, 82452, 88453, 70454, 64455, 69456, 46457, 69458, 85459, 51460, 65461, 75462, 72463, 35464, 46465, 36466, 81468, 33469, 88470, 60471, 38472, 53473, 83474, 63475, 43476, 46478, 34479, 31480, 73481, 77483, 86484, 40485, 43486, 42487, 38489, 87490, 50491, 71492, 63493, 43495, 35496, 59

497, 82498, 35499, 66504, 76506, 55508, 48509, 82510, 72511, 84512, 43515, 56516, 88517, 87518, 76519, 77520, 85521, 36522, 74523, 86524, 56525, 86526, 87527, 88528, 88529, 60530, 88531, 51532, 58533, 72534, 84535, 41536, 88537, 86539, 49540, 76541, 67542, 64543, 50544, 60545, 86546, 53548, 35549, 48550, 82551, 87552, 53

95


553, 63554, 87555, 36556, 84558, 65559, 38560, 42561, 85562, 66563, 39564, 65565, 42566, 50567, 68568, 52569, 46572, 85573, 67574, 80575, 69576, 81577, 75578, 44580, 49

96

PresentersAage, N., 70Abdelhamid, M., 53Aguilo, M., 39Ahmadisoleymani, S. S., 42Ahn, S., 42Al Ali, M., 39Alarcón Soto, P. I., 51Alexandersen, J., 33Allaire, G., 36Alsayed Ahmad, M., 74Amir, O., 77An, H., 32Andreasen, C., 33Antonau, I., 71Aragón, A., 70Araujo Cabarcas, J. C., 33Azari Nejat, A., 75Azevêdo, A. S. C., 53

Bai, Y., 41Ballo, F., 72Barbier, T., 31Barrera Cruz, J. L., 55Bartz, R., 71Bastos de Castro, P., 80Berggren, M., 70Bihr, M., 46Bletzinger, K., 76Bluhm, G. L., 57Bołbotowski, K., 87Boissier, M., 51Bokhari, A., 35Bontoft, E., 70Borsboom, O., 72Brevault, L., 47Budzyń, D., 50

Capasso, G., 46Carroll, J., 51Cesarano, A., 33Chan, Y., 48Chanhee, S., 86Chao, L., 42Chao, P., 35

Chaudhuri, A., 49Chen, L., 74Chen, W., 82Cheng, Y., 82Chi, H., 65Choi, H., 39Choi, M., 56Choi, Y., 44Christiansen, R., 35Christopherson, A., 84Chu, S., 46Chun, J., 60Cohen, D., 34Conlan-Smith, C., 47Cui, T., 54

Da, D., 40Dai, Z., 72Dalklint, A., 72Dapogny, C., 61De, S., 88Delissen, A., 75Deng, Y., 54Desai, J., 31Di Fiore, F., 45Dienemann, R., 33Ding, H., 62Do, B., 39Doble, K., 57Dommaraju, N. N., 69Dong, H., 80Donoso, A., 61Dou, S., 31Du, J., 43Duan, Z., 66Duboeuf, F., 85Dunning, P., 59Duriez, E., 50Duysinx, P., 76Dzierzanowski, G., 87Dugosz, A., 69de Aquino Castro, D., 34

Enguerel, B., 51

97


Fairclough, H., 85Fang, J., 63Fernandez Ayala, L. F., 46Fernandez, E., 46Ferrari, F., 58Ferrer, A., 36Fiebig, S., 72Franke, T., 76Frenzel, M., 45Fu, C., 71Fu, J., 60Fu, Y., 82Fujii, G., 42Fujioka, M., 81Furuta, K., 53

Gantovnik, V., 46Garaigordobil, A., 51Garcia, M., 44Garner, E., 34Gasick, J., 87Geiser, A., 88Ghantasala, A., 76Ghasemi, S. A., 74Giannini, D., 77Giele, R., 48Gilbert, M., 87Giraldo-Londoño, O., 79Godoy, M., 48Granlund, G., 75Greifenstein, J., 88Gu, H., 87Gu, X., 74Guest, J., 63Gufler, V., 72Guhr, F., 59Guo, X., 50Guzelbulut, C., 38Gythiel, W., 74

Haberkern, P., 60Han, H., 63Hanekom, M., 46Hartrumpf, N., 45Hashimoto, A., 65Hayashi, K., 45He, M., 77

Hederberg, H., 86Held, A., 75Herrema, A., 62Higginson, K., 65Holka, Q., 33Holley, C., 84Holoch, J., 61Hoshiba, H., 40Hou, Z., 40Hu, N., 42Hu, T., 49Huang, H., 50Huang, L., 74Huang, Y., 85Hvejsel, C. F., 77Hyun, J., 67Høghøj, L. C., 47Hübner, D., 36

Imamura, K., 67Isshiki, J., 32Izzi, M. I., 60

Jain, N., 88Jayaraman, D., 42Jehle, J., 76Jekel, C., 36Jensen, K., 33Jensen, P. D. L., 50Jewett, J., 68Jia, D., 50Jia, J., 52Jiang, X., 54Jiao, R., 49Jo, H., 32Jo, J., 69Jordan, E., 38Joubert, A., 76Jung, M., 33

Kallioras, N., 48Kambampati, S., 70Kania, R., 41Kanno, Y., 41Kaps, A., 74Kapusuzoglu, B., 69Kato, J., 66

98


Kazemi, H., 73Kim, C., 81Kim, H., 48, 86Kim, J., 86Kim, J. H., 65Kim, W., 40Kishida, S., 58Kitayama, S., 68Klinke, N., 72Knecht, S., 47Kobayashi, M., 63Kogiso, N., 64Komeilizadeh, K., 49Koppen, S., 44Kosta, M., 35Koutla, I., 84Kriegesmann, B., 35Kurahashi, T., 32

Lazarov, B., 67Lee, D., 40Lee, H. Y., 87Lee, J., 43Lee, M., 67Lee, S., 48Lei, Z., 79Lewiński, T., 77Li, C., 64Li, H., 33, 62, 65Li, J., 50, 57Li, K., 85Li, L., 50Li, Q., 38Li, T., 82Li, W., 80, 84Li, X., 39Li, Y., 72, 74, 84Li, Z., 61Liang, X., 36Liang, Y., 67Liedmann, J., 59Lin, Q., 53, 74Liu, C., 52, 64Liu, J., 39Liu, L., 81Liu, N. C., 38Liu, P., 34

Liu, S., 73, 76Liu, X., 66Liu, Y., 65, 81Logo, J., 85, 86Loos, S., 59Lopez Rodriguez, C., 87Lu, Y., 68Lund, E., 48Luo, C., 66Luo, J., 50

Majak, J., 77Manuello, A., 60Mars, W., 49Martins, J., 49Matsui, M., 43Matsushima, K., 41Maute, K., 70Meddaikar, Y., 58Mendes, E., 59Meng, Q., 79Meng, Z., 42Milbrath De Leon, D., 47Min, S., 69Mishra, V., 46Mitsumoto, Y., 38Miyamoto, K., 55Mommeyer, C., 48Montemurro, M., 58Mori, K., 52Moss, A., 58Mousavi, S., 70Myliski, A., 57

Nagar, D., 41Najafi, A., 74Najmon, J., 39Naoyuki, I., 70Nejat, S. A., 42Nelli Silva, E. C., 54Neofytou, A., 47Neumann, J., 88Nguyen, T., 85Nishioka, A., 63Nishiwaki, S., 80Niu, B., 75Noel, L., 36

99


Noguchi, Y., 70Norato, J., 75

Oh, M., 79Ohsaki, M., 65Ouyang, H., 32

Papadopoulos, I., 86Parker, S., 60Parrott, C., 67Paulino, G., 85Padzior, P., 86Pedersen, C. B., 57Pedersen, N. L., 71Pejman, R., 64Pflug, L., 86Picelli, R., 53Pingen, G., 54Pinzon Escobar, J. A., 71

Qian, S., 55Qin, J., 80

Radtke, L., 34Raeisi, S., 52Rakotondrainibe, L., 59Rama Sushil, R., 82Ramírez-Gil, F., 36Ranjbarzadeh, S., 47Ray, N., 62Reales Gutiérrez, G., 49Refai, K., 31Reitzinger, S., 35Renz, R., 77Risby Andersen, P., 70Robbins, J., 66Rogie, B., 36Rong, J., 44Roper, S., 63Russ, J., 57

Saito, A., 40Sakai, Y., 71Salazar de Troya, M., 41Sanders, E., 34Sarojini, D., 44Savine, F., 58Schmidt, M., 56

Schmidt, T., 77Schmölz, D., 72Schneider, D., 58Sebastjan, P., 76Sehmi, M., 87Sen, C., 63Seo, M., 39Shakour, E., 75Shang, X., 49Shannon, T., 50Shen, W., 86Shi, J., 82Shi, L., 40Sigmund, O., 48Silva, K., 54Singh, S., 31Sjövall, F., 57Smit, T., 34Smith, H., 50Sokół, T., 85Solano, D., 35Son, H., 40Song, W. S., 41Sperber, J., 76Steven, G., 52Stingl, M., 88Stoiber, N., 58Stolpe, M., 87Stroobants, J., 35Strömberg, N., 73Su, C., 60Su, X., 39Suchan, T., 47Sui, Q., 57Sukulthanasorn, N., 53Sun, J., 75Sun, K., 88Sun, S., 47Sun, Y., 40Swartz, K., 33

Tajs-Zielinska, K., 84Takahashi, H., 58Takezawa, A., 81Tanaka, H., 44Tancabel, J., 53Tang, Y., 76

100


Tango, S., 44Tao, K., 82Tauzowski, P., 31Theulings, M., 47Thomas, S., 40Thore, C., 88Tian, J., 59Tian, K., 74Tian, X., 53Tian, Y., 66Todesco, J., 75Toragay, O., 88Torres, A., 86Touiti, A., 60Tran, T., 63Triller, J., 72Trillet, D., 59Trilling, J., 48Träff, E. A., 87Tsukihara, R., 62Tyburec, M., 88

Ulukulu, K., 87Unesaki, H., 86Unger, J., 64

Valderrama, J., 45Van Cauteren, D., 58Venini, P., 32Vu, B. N., 34

Wadbro, E., 34Wallin, M., 59Wang, C., 81Wang, F., 73Wang, J., 45Wang, L., 54, 77Wang, Q., 82Wang, R., 82Wang, W., 64Wang, Y., 64, 66, 81, 82Waschinsky, N., 60Weeger, O., 56Wei, P., 70Wein, F., 77Weldeyesus, A., 85Wen, Z., 72

Weng, L., 41Wilke, D., 32Wilson, T., 38Winter, J., 74Wohlgemuth, F., 57Wu, C., 45Wunsch, N., 55

Xiao, X., 34Xie, X., 56, 77Xing, Y., 63Xiong, M., 36Xu, G., 56Xu, H., 83Xu, L., 43, 70Xu, S., 81Xu, X., 53Xu, Y., 64

Yaji, K., 54Yamada, T., 64Yamasaki, S., 83Yan, J., 83Yan, K., 82Yan, X., 44Yang, A., 54Yang, D., 41Yang, J., 42Yang, S., 65Yang, Z., 73Ye, H., 63Yi, P., 65Yonekura, K., 67Yoon, G. H., 53Yoon, W. U., 81Yu, D., 85Yue, H., 60Yue, T., 83

Zelickman, Y., 58Zhai, X., 73Zhang, C., 67Zhang, D., 35Zhang, H., 45, 67Zhang, J., 59, 69, 82Zhang, K., 66Zhang, L., 44

101


Zhang, W., 54Zhang, X., 80Zhang, X. S., 66, 85Zhao, J., 70Zhao, R., 79Zhao, T., 65Zhao, Z., 43Zhou, M., 46, 68Zhou, X., 66Zhou, Y., 54, 57, 59Zhou, Z., 36Zhuang, Z., 67

102

wcsmo-14 program...pierre duysinx university of liège xu guo dalian university of technology ole...

Documents