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 | 492 | 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 | 264 | 2018 |
Topology optimization of freeform large-area metasurfaces Z Lin, V Liu, R Pestourie, SG Johnson Optics express 27 (11), 15765-15775, 2019 | 162 | 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 | 147 | 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 | 107 | 2022 |
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 | 102 | 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 | 99 | 2020 |
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 | 79* | 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 | 61 | 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 | 50 | 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 | 40 | 2022 |
Sideways adiabaticity: beyond ray optics for slowly varying metasurfaces C Pérez-Arancibia, R Pestourie, SG Johnson Optics express 26 (23), 30202-30230, 2018 | 27 | 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 | 21* | 2023 |
Assume your neighbor is your equal: Inverse design in nanophotonics RJMF Pestourie Harvard University, 2020 | 12 | 2020 |
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 | 6 | 2022 |
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 | 5 | 2022 |
Data-Efficient Training with Physics-Enhanced Deep Surrogates R Pestourie, Y Mroueh, CV Rackauckas, P Das, SG Johnson AAAI 2022 Workshop on AI for Design and Manufacturing (ADAM), 2022 | 1 | 2022 |
Physics-enhanced deep surrogate R Pestourie, Y Mroueh, P Das, SG Johnson, CV Rackauckas US Patent App. 17/982,996, 2024 | | 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 | | 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 | | 2024 |