Maximum-likelihood estimators in physics-informed neural networks for high-dimensional inverse problems
Gabriel S. Gusmão, Andrew J. Medford
Topics & Concepts
Singular value decompositionEstimatorHyperparameterApplied mathematicsOdeOrdinary differential equationMathematicsArtificial neural networkInverse problemMathematical optimizationComputer scienceAlgorithmDifferential equationMathematical analysisArtificial intelligenceStatisticsModel Reduction and Neural NetworksMachine Learning in Materials ScienceNeural Networks and Applications