some features of creating grid structure for simulation of nanotransistors

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Мэдээллийн Технологийн Сургууль Монгол Улсын Их Сургууль Some features of creating GRID structure for simulation of nanotransistors Bolormaa Dalanbayar, Batnyam Battulga National Universiry of Mongolia School of Information Technology

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Some features of creating GRID structure for simulation of nanotransistors. Bolormaa Dalanbayar , Batnyam Battulga. National Universiry of Mongolia School of Information Technology. Outline. About SIT Why parallel computation in SIT curricula? Nanoelectronics development - PowerPoint PPT Presentation

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Page 1: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

Сургууль

Монгол Улсын Их Сургууль

Some features of creating GRID structure for simulation of nanotransistors

Bolormaa Dalanbayar, Batnyam Battulga

National Universiry of MongoliaSchool of Information Technology

Page 2: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

СургуульOutline

i. About SIT

ii. Why parallel computation in SIT curricula?

iii. Nanoelectronics development

iv. Siesta and parallel processing in SIT

v. Conclusion

Page 3: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

СургуульIntroduction

Presented work – small GRID structure based Unicore software technology

DFT simulation of a bulk silicon using Siesta package

Page 4: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

СургуульSchool of Information Technology

1967 – First Radio-Electronic Engineers

1990 – Electronics Department

2002 – School of Information Technology

Page 5: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

СургуульSchool of Information Technology

Departments:

Electronics

Computer and Information Technology

Communication Technology

Research centers:

Research center of NLP

Research center of Mobile and Embedded technology

Animation studio

Page 6: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

СургуульWhy parallel computation in SIT curricula?

Nano electronics in Electronics curricula :

Page 7: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

СургуульWhy parallel computation in SIT curricula?

2010-2011

Matlab simulation (Landauer-Buttiker formalism, SC Iteration, NEGF,…)

2011-2012

First ab-initio simulation in Siesta (Linear-scaling DFT )

Page 8: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

СургуульNanoelectronics development Nanotransistor development:

- Experimental

- Computational

Nanotransistor modeling :

- physical process simulation (ab initio,…)

- characteristic simulation (NEGF approach,…)

- TCAD (Silvaco, Synopsis…)

Page 9: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

Сургууль

Simulation and Method  Solving the 3D Poisson equation for the

electrostatic potential

Solving the 2D, 1D Schrodinger equations

Solving the coupled or uncoupled nonequilibrium Green function (NEGF) transport equations for the electron charge density.

Numerical simulation of ID

Page 10: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

СургуульSimulation and Method: Matlab

The computed log(ID) vs. VG transfer characteristics of a ballistic SNWFET with a SiO2 insulator layer (k = 3:9 and 25)

Page 11: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

СургуульSimulation and Method: Matlab

The computed ID vs. VD common source characteristics of ballistic SNWFET with a HfO2 insulator layer (k = 3:9 and 25)

Page 12: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

СургуульNanoelectronics development

Many electron problem:

Quantum Chemistry (Hartree-Fock, CI…)

Quantum Monte Carlo

Perturbation theory (propagators)

Density Functional Theory (DFT)

Very efficient and general

BUT implementations are approximate and hard to improve (no systematic improvement)

Page 13: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

СургуульSiesta and parallel processing in SIT Nano transistor (device physics) – atomistic models

Gabriele Penazzi, PhD dissertation Rome, June 2010.

Page 14: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

СургуульSiesta and parallel processing in SIT

Nano transistor (device physics) continuous models

Gabriele Penazzi, PhD dissertation Rome, June 2010.

Page 15: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

СургуульSiesta and parallel processing in SIT

Atomistic models:

- Siesta

- GROMACS

- VASP

- CASDEP

- ABINIT …

Page 16: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

СургуульSiesta and parallel processing in SIT

Siesta Methods:

- Born-Oppenheimer (relaxations, mol.dynamics)

- DFT (LDA, GGA)

- Pseudopotentials (norm conserving,factorised)

- Numerical atomic orbitals as basis (finite range)

- Numerical evaluation of matrix elements (3Dgrid)

Page 17: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

Сургууль

Siesta and parallel processing in SIT

Pseudopotential of Si:

Page 18: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

Сургууль

Siesta and parallel processing in SIT

Carrier charge:

Page 19: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

Сургууль

Siesta and parallel processing in SIT

Bulk Si

Page 20: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

Сургууль

Siesta and parallel processing in SIT

Used UNICORE 6

Page 21: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

СургуульConclusion

Double site configuration

Page 22: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

СургуульConclusion

Performed calculations in double site UNICORE GRID site:

- Matlab code of NEGF

- Feature selection Matlab code

- DFT Siesta code

- Band structure Siesta code

Page 23: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

Сургууль

Conclusion

Future plan:

- Development of cluster

- Testing of Torque

- Repeating our calculations

- Creation of education site map in UB

Page 24: Some features of creating GRID structure for simulation of  nanotransistors

Мэдээллийн Технологийн

Сургууль

Thank you for attention

A@Q?