A Maxwell's Equations Based Deep Learning Method for Time Domain Electromagnetic Simulations - Zhang, Pan; Hu, Yanyan; Jin, Yuchen; Deng, Shaogui; Wu, Xuqing; Chen, Jiefu (IEEE journal on multiscale and multiphysics computational techniques, 2021)
Keywords: Accuracy; Biological neural networks; Boundary conditions; Computational electromagnetics; Deep learning; Electromagnetic fields; Electromagnetics; Electromagnetism; Exact solutions; Finite difference method; Initial conditions; Interpolation; Mathematical model; Maxwell equations; Maxwell's equations; Neural networks; Numerical models; Optimization; Simulation; Time domain analysis; time domain simulations