Raphael Pestourie
Raphael Pestourie
Assistant Professor at School of Computational Science and Engineering, Georgia Tech
Verified email at - Homepage
Cited by
Cited by
Physics-informed neural networks with hard constraints for inverse design
L Lu, R Pestourie, W Yao, Z Wang, F Verdugo, SG Johnson
SIAM Journal on Scientific Computing 43 (6), B1105-B1132, 2021
Inverse design of large-area metasurfaces
R Pestourie, C Pérez-Arancibia, Z Lin, W Shin, F Capasso, SG Johnson
Optics express 26 (26), 33732-33747, 2018
Topology optimization of freeform large-area metasurfaces
Z Lin, V Liu, R Pestourie, SG Johnson
Optics express 27 (11), 15765-15775, 2019
Inverse design enables large-scale high-performance meta-optics reshaping virtual reality
Z Li, R Pestourie, JS Park, YW Huang, SG Johnson, F Capasso
Nature communications 13 (1), 1-11, 2022
Inverse designed metalenses with extended depth of focus
E Bayati, R Pestourie, S Colburn, Z Lin, SG Johnson, A Majumdar
ACS photonics 7 (4), 873-878, 2020
Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of nanoscale heat transport
L Lu, R Pestourie, SG Johnson, G Romano
Physical Review Research 4 (2), 023210, 2022
Empowering metasurfaces with inverse design: principles and applications
Z Li, R Pestourie, Z Lin, SG Johnson, F Capasso
Acs Photonics 9 (7), 2178-2192, 2022
End-to-end nanophotonic inverse design for imaging and polarimetry
Z Lin, C Roques-Carmes, R Pestourie, M Soljačić, A Majumdar, ...
Nanophotonics 10 (3), 1177-1187, 2021
Active learning of deep surrogates for PDEs: application to metasurface design
R Pestourie, Y Mroueh, TV Nguyen, P Das, SG Johnson
npj Computational Materials 6 (1), 164, 2020
Inverse designed extended depth of focus meta-optics for broadband imaging in the visible
E Bayati, R Pestourie, S Colburn, Z Lin, SG Johnson, A Majumdar
Nanophotonics 11 (11), 2531-2540, 2022
End-to-end metasurface inverse design for single-shot multi-channel imaging
Z Lin, R Pestourie, C Roques-Carmes, Z Li, F Capasso, M Soljačić, ...
Optics express 30 (16), 28358-28370, 2022
Sideways adiabaticity: beyond ray optics for slowly varying metasurfaces
C Pérez-Arancibia, R Pestourie, SG Johnson
Optics express 26 (23), 30202-30230, 2018
Physics-enhanced deep surrogates for partial differential equations
R Pestourie, Y Mroueh, C Rackauckas, P Das, SG Johnson
Nature Machine Intelligence 5 (12), 1458-1465, 2023
Assume your neighbor is your equal: Inverse design in nanophotonics
RJMF Pestourie
Harvard University, 2020
Inverse‐Designed Meta‐Optics with Spectral‐Spatial Engineered Response to Mimic Color Perception
C Munley, W Ma, JE Fröch, QAA Tanguy, E Bayati, KF Böhringer, Z Lin, ...
Advanced Optical Materials 10 (20), 2200734, 2022
Efficient inverse design of large-area metasurfaces for incoherent light
R Pestourie, W Yao, B Kanté, SG Johnson
Acs Photonics 10 (4), 854-860, 2022
Physics-enhanced deep surrogate
R Pestourie, Y Mroueh, P Das, SG Johnson, CV Rackauckas
US Patent App. 17/982,996, 2024
Towards optimal spatiotemporal wavefront shaping for the cocktail party problem with inverse design of an acoustic reconfigurable metasurface in disordered media
R Pestourie, C Bourdeloux, F Lemoult, M Fink, SG Johnson
arXiv preprint arXiv:2403.15932, 2024
A New Homogenization-Free Boundary Condition Towards Aperiodic Metasurface Design Using Full-Wave Surrogate Models of Printed Circuits
J Budhu, R Pestourie
arXiv preprint arXiv:2403.05639, 2024
Active learning of data models for scaled optimization
R Pestourie, Y Mroueh, P Das, SG Johnson
US Patent App. 17/405,318, 2023
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