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Deep learning-accelerated computational framework based on Physics Informed Neural Network for the solution of linear elasticity

Arunabha M. Roy, Rikhi Bose, Veera Sundararaghavan, Raymundo Arróyave

2023Neural Networks114 citationsDOI

Topics & Concepts

Artificial neural networkRobustness (evolution)Computer scienceElasticity (physics)Function approximationMathematical optimizationArtificial intelligencePartial differential equationApplied mathematicsAlgorithmMathematicsMathematical analysisMaterials scienceBiochemistryComposite materialChemistryGeneModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignNumerical methods in engineering
Deep learning-accelerated computational framework based on Physics Informed Neural Network for the solution of linear elasticity | Litcius