Shutong Qi

Two-Dimensional Electromagnetic Solver Based on Deep Learning Technique

Shutong Qi, Yinpeng Wang, Yongzhong Li et al. · IEEE journal on multiscale and multiphysics computational techniques · 2020 · 102 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Predicting Scattering From Complex Nano-Structures via Deep Learning

Yongzhong Li, Yinpeng Wang, Shutong Qi et al. · IEEE Access · 2020 · 60 citations · Full text

Plasmonics, Engineering, Physics +15

Electromagnetic-Thermal Analysis With FDTD and Physics-Informed Neural Networks

Shutong Qi, Costas D. Sarris · IEEE journal on multiscale and multiphysics computational techniques · 2023 · 31 citations

Numerical Analysis, Engineering, Neural Network +21

Deep Neural Networks for Rapid Simulation of Planar Microwave Circuits Based on Their Layouts

Shutong Qi, Costas D. Sarris · IEEE Transactions on Microwave Theory and Techniques · 2022 · 28 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Hybrid Physics-Informed Neural Network for the Wave Equation With Unconditionally Stable Time-Stepping

Shutong Qi, Costas D. Sarris · IEEE Antennas and Wireless Propagation Letters · 2024 · 17 citations