CPINet: Parameter identification of path-dependent constitutive model with automatic denoising based on CNN-LSTM
Zhenfei Guo, Ruixiang Bai, Zhenkun Lei, Hao Jiang, Da Liu, Jianchao Zou, Cheng Yan
Topics & Concepts
Constitutive equationArtificial intelligenceNoise reductionConvolutional neural networkComputer scienceArtificial neural networkPattern recognition (psychology)AlgorithmFinite element methodEngineeringStructural engineeringMaterial Properties and Failure MechanismsHydrogen embrittlement and corrosion behaviors in metalsUltrasonics and Acoustic Wave Propagation