PIANO makes physics-informed neural networks autoregressive, rolling out predictions conditioned on past states under physics constraints, and claims stable, accurate long-horizon PDE and weather forecasts.
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PIANO: Physics Informed Autoregressive Network
PIANO makes physics-informed neural networks autoregressive, rolling out predictions conditioned on past states under physics constraints, and claims stable, accurate long-horizon PDE and weather forecasts.