WaiChing Sun
Columbia University(US)
Publications by Year
Research Areas
Rock Mechanics and Modeling, Model Reduction and Neural Networks, Numerical methods in engineering, Composite Material Mechanics, Elasticity and Material Modeling
Most-Cited Works
- → A multiscale multi-permeability poroplasticity model linked by recursive homogenizations and deep learning(2018)326 cited
- → Geometric deep learning for computational mechanics Part I: anisotropic hyperelasticity(2020)219 cited
- → Coupled phase-field and plasticity modeling of geological materials: From brittle fracture to ductile flow(2017)210 cited
- → A mixed-mode phase field fracture model in anisotropic rocks with consistent kinematics(2018)189 cited
- → Sobolev training of thermodynamic-informed neural networks for interpretable elasto-plasticity models with level set hardening(2021)185 cited
- → Meta-modeling game for deriving theory-consistent, microstructure-based traction–separation laws via deep reinforcement learning(2018)133 cited
- → A stabilized assumed deformation gradient finite element formulation for strongly coupled poromechanical simulations at finite strain(2013)129 cited
- → SO(3)-invariance of informed-graph-based deep neural network for anisotropic elastoplastic materials(2020)123 cited
- → Stress-induced anisotropy in granular materials: fabric, stiffness, and permeability(2015)109 cited
- → Computational thermo-hydro-mechanics for multiphase freezing and thawing porous media in the finite deformation range(2017)103 cited