Physics-informed machine learning
George Em Karniadakis, Ioannis G. Kevrekidis, Lu Lu, Paris Perdikaris, Sifan Wang, Liu Yang
Topics & Concepts
Computer scienceArtificial intelligenceMachine learningMultiphysicsInferenceArtificial neural networkPhysical lawField (mathematics)DiscretizationKernel methodDeep learningTheoretical computer scienceMathematicsSupport vector machineFinite element methodMathematical analysisPhilosophyPure mathematicsPhysicsEpistemologyThermodynamicsModel Reduction and Neural NetworksMeteorological Phenomena and SimulationsGaussian Processes and Bayesian Inference