DeepM&Mnet: Inferring the electroconvection multiphysics fields based on operator approximation by neural networks
Shengze Cai, Zhicheng Wang, Lu Lu, Tamer A. Zaki, George Em Karniadakis
Topics & Concepts
MultiphysicsComputer scienceNonlinear systemArtificial neural networkField (mathematics)Benchmark (surveying)Scalar (mathematics)AlgorithmApplied mathematicsArtificial intelligencePhysicsFinite element methodMathematicsGeometryGeographyPure mathematicsQuantum mechanicsThermodynamicsGeodesyModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignMagnetic Properties and Applications