Robert Lupoiu

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

Mingkun Chen, Robert Lupoiu, Chenkai Mao et al. · ACS Photonics · 2022 · 79 citations

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

Samuel Sze Hang Ng, Robert A. Wolkow, Konrad Walus et al. · IEEE Transactions on Nanotechnology · 2020 · 62 citations · Full text

Quantum Science, Electrical Engineering, Computer-aided Design Tool +14

Atomically Precise Manufacturing of Silicon Electronics

Jason Pitters, Jeremiah Croshaw, Roshan Achal et al. · ACS Nano · 2024 · 51 citations · Full text

Materials Science, Wafer Scale Processing, Engineering +13

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

Mingkun Chen, Robert Lupoiu, Chenkai Mao et al. · 2022 · 17 citations

Engineering, Neural Network, Metamaterials +17

Automated Atomic Silicon Quantum Dot Circuit Design via Deep Reinforcement Learning

Robert Lupoiu, Samuel Sze Hang Ng, Jonathan A. Fan et al. · arXiv (Cornell University) · 2022 · 15 citations · Full text

Engineering, Bond Quantum Dot, Computer Architecture +16