Physics-Informed Neural Networks for Solving Parametric Magnetostatic Problems - Beltran-Pulido, Andres; Bilionis, Ilias; Aliprantis, Dionysios (IEEE transactions on energy conversion, 2022)
Keywords: Artificial neural networks; Design parameters; Electromagnet; Electromagnets; energy functional; Finite element analysis; Finite element method; Geometric accuracy; Geometry; Magnetic domains; Magnetic fields; Magnetostatics; Neural networks; parametric magnetostatics; physics-informed neural networks; Stochastic processes; Windings