Transcript
Page 1: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Motivation NEGF Formulation Calculation Results Conclusion

Non-equilibrium Green’s Function Calculation ofOptical Absorption in Nano Optoelectronic Devices

Oka Kurniawan, Ping Bai, Er Ping Li

Computational Electronics and PhotonicsInstitute of High Performance Computing

Singapore

28th May 2009

Page 2: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Motivation NEGF Formulation Calculation Results Conclusion

Speed of Light Motivates Research on Electron-PhotonInteraction 1

1Images courtesy of IBM.

Page 3: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Motivation NEGF Formulation Calculation Results Conclusion

Speed of Light Motivates Research on Electron-PhotonInteraction 2

2Images courtesy of Intel.

Page 4: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Motivation NEGF Formulation Calculation Results Conclusion

Speed of Light Motivates Research on Electron-PhotonInteraction 2

Six Building blocks

2Images courtesy of Intel.

Page 5: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Motivation NEGF Formulation Calculation Results Conclusion

Motivation Studying Electron-Photon Interaction withNon-equilibrium Green’s Function (NEGF) Framework

1 Commonly used for nanoscale transport with phase-breakingphenomena.

2 Electron-photon interaction is important for optoelectronics.

3 Takes into account open systems with complex potentials andgeometries.

4 no prior assumptions on the nature of the transitions.

5 Other interaction can be included, such as electron-phonon.

Page 6: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Motivation NEGF Formulation Calculation Results Conclusion

Motivation Studying Electron-Photon Interaction withNon-equilibrium Green’s Function (NEGF) Framework

1 Commonly used for nanoscale transport with phase-breakingphenomena.

2 Electron-photon interaction is important for optoelectronics.

3 Takes into account open systems with complex potentials andgeometries.

4 no prior assumptions on the nature of the transitions.

5 Other interaction can be included, such as electron-phonon.

Page 7: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Motivation NEGF Formulation Calculation Results Conclusion

Motivation Studying Electron-Photon Interaction withNon-equilibrium Green’s Function (NEGF) Framework

1 Commonly used for nanoscale transport with phase-breakingphenomena.

2 Electron-photon interaction is important for optoelectronics.

3 Takes into account open systems with complex potentials andgeometries.

4 no prior assumptions on the nature of the transitions.

5 Other interaction can be included, such as electron-phonon.

Page 8: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Motivation NEGF Formulation Calculation Results Conclusion

Motivation Studying Electron-Photon Interaction withNon-equilibrium Green’s Function (NEGF) Framework

1 Commonly used for nanoscale transport with phase-breakingphenomena.

2 Electron-photon interaction is important for optoelectronics.

3 Takes into account open systems with complex potentials andgeometries.

4 no prior assumptions on the nature of the transitions.

5 Other interaction can be included, such as electron-phonon.

Page 9: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Motivation NEGF Formulation Calculation Results Conclusion

Motivation Studying Electron-Photon Interaction withNon-equilibrium Green’s Function (NEGF) Framework

1 Commonly used for nanoscale transport with phase-breakingphenomena.

2 Electron-photon interaction is important for optoelectronics.

3 Takes into account open systems with complex potentials andgeometries.

4 no prior assumptions on the nature of the transitions.

5 Other interaction can be included, such as electron-phonon.

Page 10: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Motivation NEGF Formulation Calculation Results Conclusion

We Study Optical Absorption in Quantum Well InfraredPhotodetector

Zero bias with a terminatingbarrier on the right.Henrickson, JAP, (91) 6273,2002.

Page 11: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Motivation NEGF Formulation Calculation Results Conclusion

We Study Optical Absorption in Quantum Well InfraredPhotodetector

Zero bias with a terminatingbarrier on the right.Henrickson, JAP, (91) 6273,2002.

Biased and no terminating barrierat the contacts.

Page 12: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Motivation NEGF Formulation Calculation Results Conclusion

NEGF Framework with Electron-Photon Interaction

Page 13: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Motivation NEGF Formulation Calculation Results Conclusion

The Device is Represented by its Hamiltonian, and theInteraction by its Self-Energy Matrices

G (E ) = [ES + ıη − H0 − diag(U)− Σ1 − Σ2 − Σph]−1

Page 14: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Motivation NEGF Formulation Calculation Results Conclusion

Self-Enery Matrix for Electron-Photon Interaction

Σ<rs(E ) =

∑pq

MrpMqs [NG<pq(E − ~ω) + (N + 1)G<

pq(E + ~ω)]

1 N is the number of photon.

2 G< is the less-than Green’s function, giving us the electrondistribution.

3 Mij is the coupling matrix obtained from the InteractionHamiltonian, and is a function of photon flux.

Page 15: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Motivation NEGF Formulation Calculation Results Conclusion

Calculation Steps

Page 16: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Motivation NEGF Formulation Calculation Results Conclusion

Photocurrent Calculation

I =q

π~

∫t(G<

p,q(E )− G<q,p(E ))dE

and

RI =I

qIω

1 t is the off-diagonal coupling element of the Hamiltonian.

2 Iω is the photon flux at energy ~ω.

3 RI is the photocurrent response.

Page 17: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Motivation NEGF Formulation Calculation Results Conclusion

Our Calculation Agrees Well with Published Result

10-8

10-7

10-6

10-5

10-4

10-3

10-2

10-1

100

0 0.5 1 1.5 2 2.5

Pho

tocu

rren

t Res

pons

e, R

I (nm

2 /pho

ton)

Photon Energy (eV)

Our SimulationHenrickson’s

1 LE = LC = 2 nm and LW = 5nm.

2 Barrier height is 2.0 eV, and terminating barrier height on theright is 0.2 eV.

3 We use a uniform GaAs effective mass for all region.

4 First peak location agrees pretty well with the result fromHenrickson, JAP, (91) 6273, 2002.

Page 18: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Motivation NEGF Formulation Calculation Results Conclusion

Effect of Bias on Photocurrent Spectral Response PeakLocations is not Significant

10-5

10-4

10-3

10-2

10-1

0 0.5 1 1.5 2 2.5

Pho

tocu

rren

t Res

pons

e, R

I (nm

2 /pho

ton)

Photon Energy (eV)

0.4

1.1

1.9

Vb = 0.05 VVb = 0.10 VVb = 0.20 V

1 Peak Locations do not change significantly.

2 Magnitude seems to be affected.

Page 19: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Motivation NEGF Formulation Calculation Results Conclusion

Plot of Transmission Curves Under Various Bias

10-9

10-8

10-7

10-6

10-5

10-4

10-3

10-2

10-1

100

0 0.5 1 1.5 2 2.5

Tra

nsm

issi

on

Energy (eV)

Vb = 0.05 VVb = 0.10 VVb = 0.20 V

1 Resonant peak locations are shifted to the left for higher bias.

2 Distance between resonant peaks, however, does not changesignificantly.

Page 20: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Motivation NEGF Formulation Calculation Results Conclusion

Conclusion

1 We study electron-photoninteraction using the NEGFframework.

2 Our calculation agrees with thepreviously published result.

3 Peak locations of photocurrentspectral response under variousbias does not change significantly.

4 Transmission curves show the shiftin the peaks of the resonantenergies.

Page 21: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Derivation of Self-Energy Matrices Device Simulator Approach Photocurrent Response from Absorption Coefficient

Photon Flux

We assume that the photon flux is a constant and is given by

Iω ≡Nc

V√µr εr

(1)

Since the photocurrent response is normalized

RI =I

qIω(2)

hence, we can set Iω = 1.

Page 22: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Derivation of Self-Energy Matrices Device Simulator Approach Photocurrent Response from Absorption Coefficient

Interaction Hamiltonian

The vector potential is given by

A(r, t) = a

√~

2ωεV(be−ıωt + b†eıωt) exp(ık · r) (3)

We also assume dipole approximation, i.e. ek·r ≈ 1.The interaction Hamiltonian in the second quantized form is

H1 =∑rs

〈r |H1|s〉a†ras (4)

〈r |H1|s〉 =q

m0〈r |A · p|s〉 (5)

Page 23: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Derivation of Self-Energy Matrices Device Simulator Approach Photocurrent Response from Absorption Coefficient

Interaction Hamiltonian

We assume that the field is polarized in the z direction. Therefore,the interaction Hamiltonian can be shown to be

H1 =∑rs

(zr − zs)iq

~(be−iωt + b†e iωt)× azr

⟨r∣∣H0∣∣ s⟩ a†ras (6)

If we use finite difference, it can be shown that

H1 =∑rs

Mrs

(be−ıωt + b†eıωt

)(7)

where

Mrs =q~ı2a

√~√µr εr

2NωεcIωPrs

Prs =

+1/m∗s , s = r + 1−1/m∗s , s = r − 10 , else

Page 24: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Derivation of Self-Energy Matrices Device Simulator Approach Photocurrent Response from Absorption Coefficient

Self-Energy Matrices

And the self-energy matrices is given by

Σ≷rs(t1, t2) =

∑pq

G≷pq(t1, t2)D≷

rp;qs(t1, t2) (8)

and

D>rp;qs(t1, t2) ≡ 〈H1

rp(t1)H1qs(t2)〉 (9)

D<rp;qs(t1, t2) ≡ 〈H1

qs(t2)H1rp(t1)〉 (10)

Hence, we can write the self-energy matrices as

Σ<rs(E ) =

∑pq

MrpMqs [NG<pq(E − ~ω) + (N + 1)G<

pq(E + ~ω)]

Page 25: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Derivation of Self-Energy Matrices Device Simulator Approach Photocurrent Response from Absorption Coefficient

Device Simulator Approach to Photogeneration

Simulator calculate the change in carrier density from thecontinuity equations.

∂n

∂t=

1

q∇Jn + Gn − Rn (11)

where Jn is the electron current density, Gn is the generation rateand Rn is the recombination rate. The generation is calculatedfrom

G = η0Pλ

hcα exp (αy) (12)

where η0 is the internal quantum efficiency, P is the intensity, α isthe absorption coefficient, and y is distance.

Page 26: Non-equilibrium Green's Function Calculation of Optical Absorption in Nano Optoelectronic Devices

Derivation of Self-Energy Matrices Device Simulator Approach Photocurrent Response from Absorption Coefficient

From Photogeneration to Photocurrent

Once we know the change in carrier density, we can calculate thecurrent from the Drift-Diffusion equation.

Jn = qnµnEn + qDn∇n (13)


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