An Energy-Based Conservative-Dissipative Latent Neural Evolution Operator for Magnetization Dynamics

Sebastian Schaffer, Lukas Exl

We develop an energy-based reduced-order model for micromagnetic magnetization dynamics that couples a convolutional autoencoder to a structured latent neural ordinary differential…