WaiChing Sun
Columbia University in the City of New York
H-index: 39
North America-United States
Top articles of WaiChing Sun
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Prediction of yield surface of single crystal copper from discrete dislocation dynamics and geometric learning | Journal of the Mechanics and Physics of Solids | Wu-Rong Jian Mian Xiao WaiChing Sun Wei Cai | 2024/2/17 |
Discovering interpretable elastoplasticity models via the neural polynomial method enabled symbolic regressions | Computer Methods in Applied Mechanics and Engineering | Bahador Bahmani Hyoung Suk Suh WaiChing Sun | 2024/3/15 |
Viscoelasticty with physics-augmented neural networks: Model formulation and training methods without prescribed internal variables | arXiv preprint arXiv:2401.14270 | Max Rosenkranz Karl A Kalina Jörg Brummund WaiChing Sun Markus Kästner | 2024/1/25 |
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 | Mohamad Chaaban Yousef Heider WaiChing Sun Bernd Markert | 2024/3 |
Prediction of effective elastic moduli of rocks using Graph Neural Networks | Computer Methods in Applied Mechanics and Engineering | Jaehong Chung Rasool Ahmad WaiChing Sun Wei Cai Tapan Mukerji | 2024/3/1 |
Physics-Informed Diffusion Models | arXiv preprint arXiv:2403.14404 | Jan-Hendrik Bastek WaiChing Sun Dennis M Kochmann | 2024/3/21 |
Neural network-based multiscale modeling of finite strain magneto-elasticity with relaxed convexity criteria | Computer Methods in Applied Mechanics and Engineering | Karl A Kalina Philipp Gebhart Jörg Brummund Lennart Linden WaiChing Sun | 2024/3/1 |
Physics-constrained symbolic model discovery for polyconvex incompressible hyperelastic materials | arXiv preprint arXiv:2310.04286 | Bahador Bahmani WaiChing Sun | 2023/10/6 |
Distance-preserving manifold denoising for data-driven mechanics | Computer Methods in Applied Mechanics and Engineering | Bahador Bahmani WaiChing Sun | 2023/2/15 |
Denoising diffusion algorithm for inverse design of microstructures with fine-tuned nonlinear material properties | Computer Methods in Applied Mechanics and Engineering | Nikolaos N Vlassis WaiChing Sun | 2023/8/1 |
Equivariant geometric learning for digital rock physics: estimating formation factor and effective permeability tensors from Morse graph | International Journal for Multiscale Computational Engineering | Chen Cai Nikolaos Vlassis Lucas Magee Ran Ma Zeyu Xiong | 2023 |
Design of experiments for the calibration of history-dependent models via deep reinforcement learning and an enhanced kalman filter | Computational Mechanics | Ruben Villarreal Nikolaos N Vlassis Nhon N Phan Tommie A Catanach Reese E Jones | 2023/7 |
Geometric learning for computational mechanics, Part III: Physics-constrained response surface of geometrically nonlinear shells | Computer Methods in Applied Mechanics and Engineering | Mian Xiao Ran Ma WaiChing Sun | 2023/10/1 |
Homogenized data magneto-active polymers | Karl Alexander Kalina Philipp Gebhart Jörg Brummund Lennart Linden WaiChing Sun | 2023 | |
A neural kernel method for capturing multiscale high-dimensional micromorphic plasticity of materials with internal structures | Computer Methods in Applied Mechanics and Engineering | Zeyu Xiong Mian Xiao Nikolaos Vlassis WaiChing Sun | 2023/11/1 |
Synthesizing realistic sand assemblies with denoising diffusion in latent space | arXiv preprint arXiv:2306.04411 | Nikolaos N Vlassis WaiChing Sun Khalid A Alshibli Richard A Regueiro | 2023/6/7 |
A publicly available PyTorch-ABAQUS UMAT deep-learning framework for level-set plasticity | Mechanics of Materials | Hyoung Suk Suh Chulmin Kweon Brian Lester Sharlotte Kramer WaiChing Sun | 2023/9/1 |
Domain partitioning material point method for simulating shock in polycrystalline energetic materials | Computer Methods in Applied Method and Engineering | Ran Ma WaiChing Sun Catalin R Picu Tommy Sewell | 2023 |
Objectivity and accuracy enhancement within ANN‐based multiscale material modeling | PAMM | Yousef Heider WaiChing Sun | 2023/3 |
Cover Image, Volume 46, Issue 11 | International Journal for Numerical and Analytical Methods in Geomechanics | Qing Yin Andò Edward Gioacchino Viggiani WaiChing Sun | 2022 |
Co-Authors
