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1. Computational thermomechanics for crystalline rock. Part II: Chemo-damage-plasticity and healing in strongly anisotropic polycrystals

Ma, Ran; Sun, WaiChing
2020
Articles
PolycrystalsAnisotropyMaterials--CreepFracture mechanicsRadioactive waste disposalMechanics, Applied

2. SO(3)-invariance of informed-graph-based deep neural network for anisotropic elastoplastic materials

Heider, Yousef; Wang, Kun; Sun, WaiChing
2020
Articles
Materials scienceCrystals--Plastic propertiesNeural networks (Computer science)Lie algebrasSupervised learning (Machine learning)

3. A configurational force for adaptive re-meshing of gradient-enhanced poromechanics problems with history-dependent variables

Na, SeonHong; Bryant, Eric Cushman; Sun, WaiChing
2019
Articles
Materials scienceMechanics, AppliedPorous materialsLie algebras

4. A cooperative game for automated learning of elasto-plasticity knowledge graphs and models with AI-guided experimentation

Wang, Kun; Sun, WaiChing; Du, Qiang
2019
Articles
ElastoplasticityElastoplasticity--Computer simulationReinforcement learningCombinatorial optimizationMaterials science

5. A micromorphically regularized Cam-clay model for capturing size-dependent anisotropy of geomaterials

Bryant, Eric Cushman; Sun, WaiChing
2019
Articles
PlasticityAnisotropySoil micromorphologyMaterials science

6. An open-source FEniCS implementation of a phase field fracture model for micropolar continua

Suh, Hyoung Suk; Sun, WaiChing
2019
Articles
EngineeringMicropolar elasticityFracture mechanics--Computer programsOpen source software

7. An updated Lagrangian LBM–DEM–FEM coupling model for dual-permeability fissured porous media with embedded discontinuities

Wang, Kun; Sun, WaiChing
2019
Articles
Civil engineeringMachine learningMechanics--Computer simulationFluid mechanicsPorous materialsPermeability

8. A phase field framework for capillary-induced fracture in unsaturated porous media: Drying-induced vs. hydraulic cracking

Heider, Yousef; Sun, WaiChing
2019
Articles
Materials sciencePorous materials--Mathematical modelsFracture mechanicsHydraulic fracturing

9. Meta-modeling game for deriving theory-consistent, microstructure-based traction–separation laws via deep reinforcement learning

Wang, Kun; Sun, WaiChing
2019
Articles
Reinforcement learningCivil engineeringMechanics--Computer simulationGames

10. Shift boundary material pointmethod: an image-to-simulation workflow for solids of complex geometries undergoing large deformation

Liu, Chuanqi; Sun, WaiChing
2019
Articles
Materials scienceMaterial point methodGranular materialsSolidsDeformations (Mechanics)--Mathematical models