PI-DOSnet is a physics-informed operator learning framework using operator splitting that enables data-free long-time inference of evolution PDE solutions, with energy stability shown for the Allen-Cahn equation at large time steps.
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PI-DOSnet: A Physics-Informed Deep Operator-Splitting Network for Evolution Partial Differential Equations
PI-DOSnet is a physics-informed operator learning framework using operator splitting that enables data-free long-time inference of evolution PDE solutions, with energy stability shown for the Allen-Cahn equation at large time steps.