no code implementations • 2 May 2024 • Chenkai Mao, Robert Lupoiu, Tianxiang Dai, Mingkun Chen, Jonathan A. Fan
Surrogate neural network-based partial differential equation (PDE) solvers have the potential to solve PDEs in an accelerated manner, but they are largely limited to systems featuring fixed domain sizes, geometric layouts, and boundary conditions.
no code implementations • 2 Mar 2022 • Mingkun Chen, Robert Lupoiu, Chenkai Mao, Der-Han Huang, Jiaqi Jiang, Philippe Lalanne, Jonathan A. Fan
The calculation of electromagnetic field distributions within structured media is central to the optimization and validation of photonic devices.
2 code implementations • 14 Aug 2018 • Samuel Ng, Jacob Retallick, Hsi Nien Chiu, Robert Lupoiu, Mohammad Rashidi, Wyatt Vine, Thomas Dienel, Lucian Livadaru, Robert A. Wolkow, Konrad Walus
This paper introduces SiQAD, a computer-aided design tool enabling the rapid design and simulation of atomic silicon dangling bond quantum dot patterns capable of computational logic.
Mesoscale and Nanoscale Physics