Journal of Computational Physics · 2021 · 202 citations · 57 references
ComputingPhysicsComputational PhysicsMachine LearningDeep LearningNeural NetworksReduced-order ModelingData-driven Model ReductionModel Order ReductionPhysics-informed EstimationPhysics-informed ModelingPhysics-informed Optimization
57
Adam: A Method for Stochastic Optimization
Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text
Learning representations by back-propagating errors
David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 30.9K citations
Maziar Raissi, Paris Perdikaris, George Em Karniadakis · Journal of Computational Physics · 2018 · 16.9K citations · Full text
PyTorch: An Imperative Style, High-Performance Deep Learning Library
Adam Paszke, Sam Gross, Francisco Massa et al. · arXiv (Cornell University) · 2019 · 16.2K citations · Full text
Advances in neural information processing systems 7
Computers & Mathematics with Applications · 1996 · 14.4K citations