Physics-informed machine learning and stray field computation with application to micromagnetic energy minimization

Sebastian Schaffer, Thomas Schrefl, Harald Oezelt +5

We study the full 3d static micromagnetic equations via a physics-informed neural network (PINN) ansatz for the continuous magnetization configuration. PINNs are inherently mesh-fr…