1239 Siping Road
Shanghai, 200092
China
Tongji University
morphological fractography, deep learning, semantic segmentation, data augmentation, SegFormer
phase field fracture, Kolmogorov-Arnold Networks, Deep Energy Method, Learnable activation functions, Chebyshev polynomials
Phase-field fracture, Fatigue crack growth, Chaboche cyclic plasticity, Thermo-mechanical coupling, Thermal conductivity degradation, Taylor-Quinney coefficient
Phase-field fracture, fatigue crack growth, Chaboche cyclic plasticity, Thermo-mechanical coupling, Thermal conductivity degradation, Taylor–Quinney coefficient
Fatigue life prediction, Graphical features, Convolutional neural networks, Attention mechanism
Phase field fracture, Fatigue crack growth, Elastoplasticity, Open-source, Julia/Gridap
Deep energy method, finite element integration, path-dependent plasticity, J2 plasticity, differentiable computing, Physics-informed neural network, elastoplasticity
