l.selmi , p.palestri, d.esseni, l.lucci, m.de michielis

24
An efficient, mixed semiclassical/quantum mechanical model to simulate planar and wire nano-transistors L.Selmi , P.Palestri, D.Esseni, L.Lucci, M.De Michielis DIEGM-IUNET, University of Udine [email protected]

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An efficient, mixed semiclassical/quantum mechanical model to simulate planar and wire nano-transistors. L.Selmi , P.Palestri, D.Esseni, L.Lucci, M.De Michielis DIEGM-IUNET, University of Udine [email protected]. Gate. Drain. Source. Current. Substrate. - PowerPoint PPT Presentation

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Page 1: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

An efficient, mixed semiclassical/quantum

mechanical model to simulate planar and wire nano-transistors

L.Selmi, P.Palestri, D.Esseni,

L.Lucci, M.De MichielisDIEGM-IUNET, University of Udine

[email protected]

Page 2: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

Gate

Substrate

Source DrainCurrent

FET switches: the workhorse of electronics

Page 3: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

FET Technology Boostersin the ITRS roadmap [public.itrs.net]

BULK

STRAIN

Alternative Materials

Alternative Architectures

High-K

high μ

Materials &Architec.

Page 4: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

Decoupling lateral transport and transverse quantization

Strong size and bias induced quantization in the vertical direction (z)

kx

ky

VS

x

E

S D

Little or no quantization in the transport plane (x-y) but …..

L

VD

VG1

VG2

VS

Page 5: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

Carrier motion in the channel

Source

Ballistictransport

Real deviceIdeal device

Quasi ballistic transport: few scatterings determine the current

Modeling and simulation needs to be enhanced to deal with the key innovations requested by the PIDS section, including enhanced mobility, high-k dielectrics, metal gate electrodes, non classical CMOS […]

Modeling and simulation needs to be enhanced to deal with the key innovations requested by the PIDS section, including enhanced mobility, high-k dielectrics, metal gate electrodes, non classical CMOS […]

ITRS 2005 Edition

Page 6: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

nano-FET modeling approaches• Drift Diffusion or Hydrodynamic models

– commercial tools– inadequate for nano-FETs

• Monte Carlo solver of the 3D BTE– far from equilibrium transport– no vertical or lateral quantization effects

• N.E.G.F.– 2D quantization in real space– computationally heavy– difficult to include all relevant scattering mech.

• Multi-Subband Monte Carlo (MSMC)– accurate treatment of vertical quantization– efficient semiclassical treatment of far from equilibrium transport

– computationally affordable

Page 7: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

VD

VG1

xzVG2

VS

Multi subband Monte Carlo

• Boltzman Transport EquationBoltzman Transport Equation in transport directionSchrSchrödinger ödinger EquationEquationin quantization direction

• Solve 1D Schr1D Schröödingerdinger equation in each section of the device

• Solve the BTEBTE in each subband

• The solution of the BTEs are coupledcoupled by scatterings

zz

Page 8: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

Schroedinger equation

•SchrÖdinger-like equation:

•Energy dispersion versus k:

xixx

zxzV

dz

d

m)()(

2 2

22

y

y

x

x

ii

m

k

m

kxxE

22)(),(

2222 k

VD

VG1

VG2

•my, mx, mz expressed in terms of mt and ml of bulk crystal

xz

y

Subband “i”

Subband “j”

X

x

xxF i

ix

)(

)(,

•Force:

Page 9: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

Band Structure (electrons)

Non-parabolic elliptical bands:– Any number of , L, valleys – Strain: additional valley splitting

• Arbitrary crystal orientation:– Subbands with different quantization and transport

masses

• Various semiconductor materials implementedSi, Ge …

Effective mass approximationEffective mass approximation

Page 10: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

Extraction of band parameters

UTB silicon (Tsi=5nm), (001)

Full Band LCBB calculation

For a given device:

• parametric representation of the bands at a given bias

• extraction of eff. masses

Page 11: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

BTE in quantized systems

','''

',''' )',(),',(1),,(),'(),,(1),',(

kk

kr

kkStkrftkrfkkStkrftkrf

fFq

fvt

f

: sub-band index Dim(K) <3

• A BTE for each sub-band:

• Sub-bands are coupled by inter-subband scattering• Degeneration implemented by rejecting the scattering according to the occupation of the final state

Page 12: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

Scattering Theory of the 2D gas

• Phonons (Price, 1980)• Ionized impurities (Ando, 1983)• Surface roughness (Esseni, 2003)• S.O.phonons in high-k materials

• Matrix elements and scattering rates computed from eigenvalues and wave-functions

• Fermi Golden Rule

• Anisotropic scattering (SR, II) is screened with the dielectric function of the 2D electron gas

Page 13: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

MonteCarlo(BTE)

Poisson Equation (2D)

Schrödinger equation (1D)

Scattering Theory 2D elecron gas

Potential V(x,z)

Eigenstates ni(z) EniScattering

Rates

electron density n(x,z)

Model flowchart

Page 14: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

Degeneration in thin film SOI

• degeneration plays a major role UTB MOSFETs

VD

VG1

xz

VG2

VS

)z(

ky

kx

kVS

Page 15: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

Ballistic transport

Phonon scattering in source and drain,no scattering in the channel

DG SOI, NS/D=5 1020,

EOT 0.7nm, Lg=14nm,

Tsi=4nm

transport plane (x-y)

kx

ky

S D

Page 16: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

Transport with scattering

Phonon scattering in source and drain,Phonon, Surface roughness and Tsi Fluctuations in the channel

DG SOI, NS/D=5 1020,

EOT 0.7nm, Lg=14nm,

Tsi=4nm

transport plane (x-y)

kx

ky

S D

Page 17: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

Mobility: effect of surface orientation

• Same model parameters of (001) and (111) orientations

• Adjustment of SR spectrum for (110)

[Lucci, IEEE T-ED, p.1156, 2007]

Page 18: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine 18

Transport in biax. strained-Si devices

TRANSPORT DIRECTIONTRANSPORT DIRECTION

QUANTIZATION QUANTIZATION DIRECTIONDIRECTION

Page 19: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine 19

Mobility in biax. strained-Si devices

CB=0.67x [eV] [Rashed, IEDM 1995]

Page 20: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

Extension to nanowire FETs

Page 21: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

What are we missing ?• Surface roughness / interface effects• Tunneling through the Source barrier• Scattering mechanisms• Atomistic effects

sourcesource

3 nmdraingate

oxide

Page 22: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

Conclusions• A new Monte Carlo code based on the theory of

the two dimensional carrier gas has been developed for n- and p-type MOSFETs

• Quasi ballistic transport in ultra thin body DG SOI devices has been investigated

• Importance of a correct modeling of scattering in the channel and of carrier degeneration has been highlighted

• The modularity of the code and the parametric description of the band structure make the simulator suitable for extensions to devices with different channel material and crystal orientation

Page 23: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

Acknowledgements

• EU Nestor (5FP), SiNano (6FP), PullNano (6FP) projects

• Italian FIRB 2001 and PRIN 2004 projects

• MS and PhD students: Nicola Barin, Marco Nicola Barin, Marco Braccioli, Simone Eminente, Andrea Ghetti, Braccioli, Simone Eminente, Andrea Ghetti, Davide Ponton, Ivan Riolino, Massimiliano Davide Ponton, Ivan Riolino, Massimiliano Zilli and all the IU.NET – ARCES partnersZilli and all the IU.NET – ARCES partners

Page 24: L.Selmi , P.Palestri, D.Esseni,  L.Lucci, M.De Michielis

SLONANO 2007 L.Selmi, University of Udine

Device modeling approaches

Drift Diffusion

Hydrodynamic

Classical (3D) Monte Carlo

Green’s Function

CommComm

UnivUniv / /CommComm

UnivUniv

Fu

nd

amen

tal

Th

eory

of

tran

spo

rtNear Near EquilibriumEquilibrium

DisplacedDisplacedMaxwellianMaxwellian

BoltzmannBoltzmannTransport eq.Transport eq.

Schrodinger eg.Schrodinger eg.

Ver

tica

lq

uan

tiza

tio

n

(Density(Densitygradientgradientcorrection)correction)

(Density(Densitygradientgradientcorrection)correction)

(S/D (S/D tunnelingtunnelingcorrection)correction)

IncludedIncludedD

egen

erat

ion

PossiblePossible

NONO

YESYES

Bal

listi

ctr

ansp

ort

NONO

NONO

YESYES

YESYES

Vel

oci

ty

ove

rsh

oo

t

Multi Sub Band Monte Carlo

Univ Univ BTE 2D +BTE 2D +SE 1DSE 1D IncludedIncluded YESYES YESYES

NONO

YESYES

YESYES

YESYES

YESYES

Sca

tter

ing

, v, vss

YESYES

YESYES

Fu

ll B

and

NONO

NONO

YESYES

YESYES

NONO

Lat

eral

qu

anti

zati

on

IncludedIncluded

(S/D (S/D tunnelingtunnelingcorrection)correction)

(Effective(Effectivepotentialpotentialcorrection)correction)

Su

b-t

hre

sho

ld

YESYES

YESYES

PossiblePossible

Ava

ilab

ility

PhonPhon YESYES

CommComm

, v, vss

TT

PossiblePossible

PossiblePossible

PossiblePossible

PossiblePossible