An unsupervised latent/output physics-informed convolutional-LSTM network for solving partial differential equations using peridynamic differential operator

Arda Mavi, Ali Can Bekar, Ehsan Haghighat, Erdogan Madenci

2023Computer Methods in Applied Mechanics and Engineering38 citationsDOI

Topics & Concepts

Convolutional neural networkBenchmark (surveying)Partial differential equationExtrapolationComputer scienceLatent variableArtificial intelligenceDifferential equationOperator (biology)AlgorithmApplied mathematicsMathematicsMathematical analysisBiochemistryRepressorGeodesyChemistryTranscription factorGeographyGeneModel Reduction and Neural NetworksElectromagnetic Simulation and Numerical MethodsMagnetic Properties and Applications