1. 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)
2. 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
3. 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
4. From multiscale modeling to metamodeling of geomechanics problems Wang, Kun 2019 Theses Civil engineering--Mathematical modelsGeotechnical engineeringGeophysicsMachine learningComputer simulationMultiscale modeling
5. 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
6. A multiscale multi-permeability poroplasticity model linked by recursive homogenizations and deep learning Wang, Kun; Sun, WaiChing 2018 Articles Materials scienceMaterials--Mathematical modelsMachine learning--Mathematical model
7. Open-source support toward validating and falsifying discrete mechanics models using synthetic granular materials—Part I: Experimental tests with particles manufactured by a 3D printer Gupta, Ritesh; Salager, Simon; Wang, Kun; Sun, WaiChing 2018 Articles Three-dimensional printingGranular materials--Mechanical propertiesParticles--Computer simulationMaterials science
8. A unified variational eigen-erosion framework for interacting brittle fractures and compaction bands in fluid-infiltrating porous media Wang, Kun; Sun, WaiChing 2017 Articles Soil mechanicsSoil porosityBrittlenessPorous materialsCivil engineering
9. A semi-implicit discrete-continuum coupling method for porous media based on the effective stress principle at finite strain Wang, Kun; Sun, WaiChing 2016 Articles Micromechanics--Mathematical modelsMaterials--Mechanical properties--Mathematical modelsPorous materials--Mechanical propertiesCivil engineering
10. Identifying Material Parameters for a Micro-Polar Plasticity Model Via X-Ray Micro-Computed Tomographic (Ct) Images: Lessons Learned from the Curve-Fitting Exercises Wang, Kun; Sun, WaiChing; Salager, Simon; Na, SeonHong; Khaddour, Ghonwa 2016 Articles TomographyMaterials--Mechanical propertiesMicropolar elasticityCivil engineering