Journal of Computational Physics · 2023 · 25 citations · 49 references
ComputingMathematicsDerivativesDifferential EquationsMachine LearningDeep LearningGradient-based OptimizationNeural NetworksOptimization For Machine LearningPartial Differential EquationsVariational InferenceGradient-enhanced SurrogatesNeural Network SurrogatesOptimization For High-dimensional DataParametric DerivativesSurrogate Gradient Learning
49
Maziar Raissi, Paris Perdikaris, George Em Karniadakis · Journal of Computational Physics · 2018 · 16.9K citations · Full text
Advances in neural information processing systems 7
Computers & Mathematics with Applications · 1996 · 14.4K citations
Finn Lindgren, Håvard Rue, Johan Lindström · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2011 · 2.7K citations · Full text