A deep learning method for the dynamics of classic and conservative Allen-Cahn equations based on fully-discrete operators
Yuwei Geng, Yuankai Teng, Zhu Wang, Lili Ju
Topics & Concepts
DiscretizationDeep learningAllen–Cahn equationArtificial neural networkGeneralizationApplied mathematicsComputer sciencePartial differential equationField (mathematics)Artificial intelligenceResidualMathematicsAlgorithmMathematical analysisPure mathematicsSolidification and crystal growth phenomenaModel Reduction and Neural NetworksAdvanced Mathematical Modeling in Engineering