Physics-Informed Learning Machines for Partial Differential Equations: Gaussian Processes Versus Neural Networks
Guofei Pang, George Em Karniadakis
Topics & Concepts
Artificial neural networkGaussian processPartial differential equationGaussianNonlinear systemComputer scienceInverse problemArtificial intelligenceApplied mathematicsPhysicsMathematicsQuantum mechanicsMathematical analysisModel Reduction and Neural NetworksGaussian Processes and Bayesian InferenceNeural Networks and Applications