Stable Differentiable Modal Synthesis for Learning Nonlinear Dynamics

Modal methods are a long-standing approach to physical modeling synthesis. Extensions to nonlinear problems are possible, leading to coupled nonlinear systems of ordinary differential equations. Recent work in scalar auxiliary variable techniques has enabled construction of explicit and stable numer