WaiChing Sun
Columbia University in the City of New York
H-index: 39
North America-United States
Top articles of WaiChing Sun
Physics-Informed Diffusion Models
arXiv preprint arXiv:2403.14404
2024/3/21
Waiching Sun
H-Index: 28
Discovering interpretable elastoplasticity models via the neural polynomial method enabled symbolic regressions
Computer Methods in Applied Mechanics and Engineering
2024/3/15
A machine‐learning supported multi‐scale LBM‐TPM model of unsaturated, anisotropic, and deformable porous materials
International Journal for Numerical and Analytical Methods in Geomechanics
2024/3
Yousef Heider
H-Index: 11
Waiching Sun
H-Index: 28
Prediction of effective elastic moduli of rocks using Graph Neural Networks
Computer Methods in Applied Mechanics and Engineering
2024/3/1
Jaehong Chung
H-Index: 0
Rasool Ahmad
H-Index: 5
Waiching Sun
H-Index: 28
Wei Cai
H-Index: 0
Tapan Mukerji
H-Index: 31
Neural network-based multiscale modeling of finite strain magneto-elasticity with relaxed convexity criteria
Computer Methods in Applied Mechanics and Engineering
2024/3/1
Waiching Sun
H-Index: 28
Markus Kästner
H-Index: 19
Prediction of yield surface of single crystal copper from discrete dislocation dynamics and geometric learning
Journal of the Mechanics and Physics of Solids
2024/2/17
Waiching Sun
H-Index: 28
Wei Cai
H-Index: 0
Viscoelasticty with physics-augmented neural networks: Model formulation and training methods without prescribed internal variables
arXiv preprint arXiv:2401.14270
2024/1/25
Waiching Sun
H-Index: 28
Markus Kästner
H-Index: 19
Domain partitioning material point method for simulating shock in polycrystalline energetic materials
Computer Methods in Applied Method and Engineering
2023
Ran Ma
H-Index: 6
Waiching Sun
H-Index: 28
Equivariant geometric learning for digital rock physics: estimating formation factor and effective permeability tensors from Morse graph
International Journal for Multiscale Computational Engineering
2023
A neural kernel method for capturing multiscale high-dimensional micromorphic plasticity of materials with internal structures
Computer Methods in Applied Mechanics and Engineering
2023/11/1
Waiching Sun
H-Index: 28
Physics-constrained symbolic model discovery for polyconvex incompressible hyperelastic materials
arXiv preprint arXiv:2310.04286
2023/10/6
Bahador Bahmani
H-Index: 5
Waiching Sun
H-Index: 28
Geometric learning for computational mechanics, Part III: Physics-constrained response surface of geometrically nonlinear shells
Computer Methods in Applied Mechanics and Engineering
2023/10/1
Ran Ma
H-Index: 6
Waiching Sun
H-Index: 28
A publicly available PyTorch-ABAQUS UMAT deep-learning framework for level-set plasticity
Mechanics of Materials
2023/9/1
Hyoung Suk Suh
H-Index: 6
Waiching Sun
H-Index: 28
Denoising diffusion algorithm for inverse design of microstructures with fine-tuned nonlinear material properties
Computer Methods in Applied Mechanics and Engineering
2023/8/1
Waiching Sun
H-Index: 28
Design of experiments for the calibration of history-dependent models via deep reinforcement learning and an enhanced kalman filter
Computational Mechanics
2023/7
Waiching Sun
H-Index: 28
Synthesizing realistic sand assemblies with denoising diffusion in latent space
arXiv preprint arXiv:2306.04411
2023/6/7
Waiching Sun
H-Index: 28
Objectivity and accuracy enhancement within ANN‐based multiscale material modeling
PAMM
2023/3
Yousef Heider
H-Index: 11
Waiching Sun
H-Index: 28
Distance-preserving manifold denoising for data-driven mechanics
Computer Methods in Applied Mechanics and Engineering
2023/2/15
Bahador Bahmani
H-Index: 5
Waiching Sun
H-Index: 28
Geometric prior of multi-resolution yielding manifolds and the local closest point projection for nearly non-smooth plasticity
Computer Methods in Applied Mechanics and Engineering
2022/10/1
Waiching Sun
H-Index: 28
Co-Authors
