Robert Lupoiu

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.

SiQAD: A Design and Simulation Tool for Atomic Silicon Quantum Dot Circuits

Samuel Sze Hang Ng, Robert A. Wolkow, Konrad Walus, 2018, IEEE Transactions on Nanotechnology.

Automated Atomic Silicon Quantum Dot Circuit Design via Deep Reinforcement Learning

Jonathan A. Fan, K. Waluś, S. S. H. Ng, 2022, ArXiv.

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

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

MetaNet: a new paradigm for data sharing in photonics research.

Evan W. Wang, Jonathan A. Fan, P. Lalanne, 2020, Optics express.

Atomically Precise Manufacturing of Silicon Electronics

J. Pitters, L. Livadaru, R. Wolkow, 2024, ACS nano.

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

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