WaveY-Net: Physics-augmented deep learning for high-speed electromagnetic simulation and optimization. - Mingkun Chen; Robert Lupoiu; Chenkai Mao; Der-Han Huang; Jiaqi Jiang; Philippe Lalanne; Jonathan A. Fan (CoRR, 2022)

Towards General Neural Surrogate Solvers with Specialized Neural Accelerators. - Chenkai Mao; Robert Lupoiu; Tianxiang Dai; Mingkun Chen; Jonathan A. Fan (ICML, 2024)

A multi-agentic framework for real-time, autonomous freeform metasurface design. - Robert Lupoiu; Yixuan Shao; Tianxiang Dai; Chenkai Mao; Kofi Edee; Jonathan A. Fan (CoRR, 2025)