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Causal training of physics-informed neural networks
Brief Description: Methods, systems, and computer-readable media for causal training of physics-informed neural networks (PINNs). The shortcoming of conventional PINNs may be due to the inability of existing PINNs formulations to respect the spatio-temporal causal structure that is inherent to the evolution of physical systems. This is a fundamental...
Published: 7/17/2025   |   Inventor(s): Paris Perdikaris, Wang Fenglin
Keywords(s): Software
Category(s): Technology Classifications > Computer Information Systems, Technology Classifications > Imaging