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Author
Sun, WaiChing
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53
Wang, Kun
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Na, SeonHong
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Ostien, Jakob T.
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Civil Engineering and Engineering Mechanics
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Civil engineering
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Materials science
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1.
Manifold embedding data-driven mechanics
Bahmani, Bahador; Sun, WaiChing
2022
Articles
Elasticity
Geodesics (Mathematics)
Manifolds (Mathematics)
Mechanical engineering
2.
Multi-phase-field microporomechanics model for simulating ice-lens growth in frozen soil
Suh, Hyoung Suk; Sun, WaiChing
2022
Articles
Materials science
Frozen ground
Ice
3.
A kd-tree-accelerated hybrid data-driven/model-based approach for poroelasticity problems with multi-fidelity multi-physics data
Bahmani, Bahador; Sun, WaiChing
2021
Articles
Porous materials--Mechanical properties
Porous materials--Mathematical models
Elasticity
Mechanics, Applied
4.
An immersed phase field fracture model for microporomechanics with Darcy–Stokes flow
Suh, Hyoung Suk; Sun, WaiChing
2021
Articles
Laminar flow
Fluid dynamics
Fracture mechanics--Mathematical models
Navier-Stokes equations
Phase transformations (Statistical physics)
Porous materials
5.
Sobolev training of thermodynamic-informed neural networks for interpretable elasto-plasticity models with level set hardening
Vlassis, Nikolaos Napoleon; Sun, WaiChing
2021
Articles
Neural networks (Computer science)
Elastoplasticity--Mathematical models
Level set methods
Mechanics, Applied
6.
Computational thermomechanics for crystalline rock. Part II: Chemo-damage-plasticity and healing in strongly anisotropic polycrystals
Ma, Ran; Sun, WaiChing
2020
Articles
Polycrystals
Anisotropy
Materials--Creep
Fracture mechanics
Radioactive waste disposal
Mechanics, Applied
7.
SO(3)-invariance of informed-graph-based deep neural network for anisotropic elastoplastic materials
Heider, Yousef; Wang, Kun; Sun, WaiChing
2020
Articles
Materials science
Crystals--Plastic properties
Neural networks (Computer science)
Lie algebras
Supervised learning (Machine learning)
8.
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 science
Mechanics, Applied
Porous materials
Lie algebras
9.
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
Elastoplasticity
Elastoplasticity--Computer simulation
Reinforcement learning
Combinatorial optimization
Materials science
10.
A micromorphically regularized Cam-clay model for capturing size-dependent anisotropy of geomaterials
Bryant, Eric Cushman; Sun, WaiChing
2019
Articles
Plasticity
Anisotropy
Soil micromorphology
Materials science
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