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1 From Electronics to Photonics 2 Photonics commercial software 3 Challenges 4 Uncertainty-Aware Design Platform 5 Uncertainty Quantification 6 Uncertainty Quantification 7 UQ: correlated process variations 8 UQ: correlated process variations 9 UQ: correlated process variations 10 UQ: Robust optimization 11 UQ: Robust optimization 12 Status Development of compact models Optical ring filter compact models Released on nanoHub: Aug 2015 Optical ring modulator compact model Released on nanoHub : Aug 2016 Optical ring modulator + MIT Virtual source model Released on nanoHub: Mar 2017 Uncertainty Quantification and Robust Optimization for Silicon Photonics Lily Weng, Zheng Zhang and Luca Daniel (MIT)

Lily Weng, Zheng Zhang and Luca Daniel (MIT)/uploads/poster_32_lily_weng.… · Rsoft Comgment.Level Design Rnal Lumerical Interconnect Phoenix OptoDesigner Cadence Spectre FDTD Solutions

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Page 1: Lily Weng, Zheng Zhang and Luca Daniel (MIT)/uploads/poster_32_lily_weng.… · Rsoft Comgment.Level Design Rnal Lumerical Interconnect Phoenix OptoDesigner Cadence Spectre FDTD Solutions

1

From Electronics to Photonics

2

Photonics commercial software

3

Challenges

4

Uncertainty-Aware Design Platform

5

Uncertainty Quantification

6

Uncertainty Quantification

7

UQ: correlated process variations

8

UQ: correlated process variations

9

UQ: correlated process variations

10

UQ: Robust optimization

11

UQ: Robust optimization

12

Status

Development of compact models

Optical ring filter compact models

Released on nanoHub: Aug 2015

Optical ring modulator compact model

Released on nanoHub : Aug 2016

Optical ring modulator + MIT Virtual source model

Released on nanoHub: Mar 2017

Uncertainty Quantification and Robust Optimization for Silicon Photonics

Lily Weng, Zheng Zhang and Luca Daniel (MIT)