FEA-Net: A physics-guided data-driven model for efficient mechanical response prediction
Houpu Yao, Yi Gao, Yongming Liu
Topics & Concepts
Finite element methodConvolutional neural networkComputationComputer scienceInferencePartial differential equationArtificial neural networkArtificial intelligenceAlgorithmMathematicsEngineeringStructural engineeringMathematical analysisModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignMaterial Properties and Failure Mechanisms