Computers & Geosciences · 2023 · 22 citations · 32 references
Natural SciencesEarth SciencesPhysicsComputational PhysicsElectromagnetismMachine LearningDeep LearningMagnetohydrodynamicsNeural ModelingFrequency Domain ProcessingMagnetotellurics
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Adam: A Method for Stochastic Optimization
Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text
Multilayer feedforward networks are universal approximators
Kurt Hornik, Maxwell B. Stinchcombe, Halbert White · Neural Networks · 1989 · 21.2K citations
Maziar Raissi, Paris Perdikaris, George Em Karniadakis · Journal of Computational Physics · 2018 · 16.9K citations · Full text
Gaussian Error Linear Units (GELUs)
Dan Hendrycks, Kevin Gimpel · arXiv (Cornell University) · 2016 · 3.2K citations · Full text