Litcius/Paper detail

The deep finite element method: A deep learning framework integrating the physics-informed neural networks with the finite element method

Wei Xiong, Xiangyun Long, Stéphane Bordas, Chao Jiang

2024Computer Methods in Applied Mechanics and Engineering43 citationsDOI

Topics & Concepts

Finite element methodSmoothed finite element methodArtificial neural networkExtended finite element methodMixed finite element methodElement (criminal law)Finite element limit analysisComputer scienceApplied mathematicsArtificial intelligenceMechanical engineeringMathematicsStructural engineeringEngineeringBoundary knot methodBoundary element methodLawPolitical scienceModel Reduction and Neural NetworksNon-Destructive Testing TechniquesMagnetic Properties and Applications
The deep finite element method: A deep learning framework integrating the physics-informed neural networks with the finite element method | Litcius