Respecting causality for training physics-informed neural networks
Sifan Wang, Shyam Sankaran, Paris Perdikaris
Topics & Concepts
Causality (physics)Simple (philosophy)Lorenz systemComputer scienceDynamical systems theoryChaoticConvergence (economics)Physical systemEdge of chaosArtificial neural networkKey (lock)Representation (politics)Complex systemDynamical system (definition)Statistical physicsTheoretical computer scienceArtificial intelligencePhysicsPhilosophyEconomic growthQuantum mechanicsComputer securityLawPolitical scienceEpistemologyEconomicsPoliticsModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsNeural Networks and Applications