Der-Han Huang

High Speed Simulation and Freeform Optimization of Nanophotonic Devices with Physics-Augmented Deep Learning

Jonathan A. Fan, P. Lalanne, Jiaqi Jiang, 2022, ACS Photonics.

WaveY-Net: physics-augmented deep-learning for high-speed electromagnetic simulation and optimization

Jonathan A. Fan, P. Lalanne, Jiaqi Jiang, 2022, OPTO.

WaveY-Net: physics-augmented deep-learning for high-speed electromagnetic simulation and optimization

Jonathan A. Fan, P. Lalanne, Jiaqi Jiang, 2021, OPTO.

Physics-augmented deep learning for high-speed electromagnetic simulation and optimization

P. Lalanne, Jiaqi Jiang, Ming-Keh Chen, 2022 .