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Robert Lupoiu
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High speed simulation and freeform optimization of nanophotonic devices with physics-augmented deep learning
M Chen, R Lupoiu, C Mao, DH Huang, J Jiang, P Lalanne, JA Fan
ACS Photonics 9 (9), 3110-3123, 2022
67*2022
MetaNet: a new paradigm for data sharing in photonics research
J Jiang, R Lupoiu, EW Wang, D Sell, JP Hugonin, P Lalanne, JA Fan
Optics express 28 (9), 13670-13681, 2020
522020
SiQAD: A design and simulation tool for atomic silicon quantum dot circuits
SSH Ng, J Retallick, HN Chiu, R Lupoiu, L Livadaru, T Huff, M Rashidi, ...
IEEE Transactions on Nanotechnology 19, 137-146, 2020
442020
Automated atomic silicon quantum dot circuit design via deep reinforcement learning
R Lupoiu, SSH Ng, JA Fan, K Walus
arXiv preprint arXiv:2204.06288, 2022
152022
Atomically Precise Manufacturing of Silicon Electronics
J Pitters, J Croshaw, R Achal, L Livadaru, S Ng, R Lupoiu, T Chutora, ...
ACS nano, 2024
22024
Multifunctional Spaceplates for Optical Aberration Correction
Y Shao, R Lupoiu, J Jiang, Y Zhou, TD Milster, JA Fan
ACS Photonics, 2024
2024
Machine learning-enabled photonic simulation
C Mao, M Chen, RC Lupoiu, JA Fan
AI and Optical Data Sciences V, PC129030H, 2024
2024
Ultra-fast metalens optimization using conditional physics-augmented deep learning surrogate solvers
R Lupoiu, C Mao, Y Shao, M Chen, JA Fan
High Contrast Metastructures XIII, PC128970P, 2024
2024
Towards general neural surrogate PDE solvers with specialized neural accelerators
C Mao, R Lupoiu, M Chen, T Dai, J Fan
2023
Machine Learning Advances in Computational Electromagnetics
R Lupoiu, JA Fan
Advances in Electromagnetics Empowered by Artificial Intelligence and Deep …, 2023
2023
Ultra-Fast Optimization of Aperiodic Metasurface Superpixels Using Conditional Physics-Augmented Deep Learning
R Lupoiu, M Chen, Y Shao, C Mao, JA Fan
Flat Optics: Components to Systems, FTh1B. 3, 2023
2023
SNAP-DDM: Specialized Neural Accelerator-Powered Domain Decomposition Methods
C Mao, M Chen, R Lupoiu, JA Fan
Flat Optics: Components to Systems, FTh1B. 1, 2023
2023
Multifunctional Spaceplates for Chromatic and Spherical Aberration Correction
Y Shao, R Lupoiu, J Jiang, Y Zhou, JA Fan
Flat Optics: Components to Systems, FTh1B. 4, 2023
2023
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Articles 1–13