Ocean Engineering · 2024 · 11 citations · 31 references
ComputingComputational EngineeringPhysicsComputational Fluid DynamicsFluid DynamicsMachine LearningDeep LearningFlow ModelingNeural NetworksPhysics-informed EstimationPhysics-informed ModelingPhysics-informed Optimization
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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
Maziar Raissi, Paris Perdikaris, George Em Karniadakis · Journal of Computational Physics · 2018 · 16.9K citations · Full text
Machine Learning for Fluid Mechanics
Annual Review of Fluid Mechanics · 2019 · 2.6K citations · Full text