WaiChing Sun

Available identifiers

zbMath Open sun.waichingMaRDI QIDQ487766

List of research outcomes

Publication	Date of Publication	Type
Discovering interpretable elastoplasticity models via the neural polynomial method enabled symbolic regressions	2024-04-11	Paper
Neural network-based multiscale modeling of finite strain magneto-elasticity with relaxed convexity criteria	2024-03-26	Paper
Molecular dynamics inferred transfer learning models for finite‐strain hyperelasticity of monoclinic crystals: Sobolev training and validations against physical constraints	2023-11-20	Paper
A neural kernel method for capturing multiscale high-dimensional micromorphic plasticity of materials with internal structures	2023-11-06	Paper
Geometric learning for computational mechanics. III: Physics-constrained response surface of geometrically nonlinear shells	2023-09-12	Paper
Denoising diffusion algorithm for inverse design of microstructures with fine-tuned nonlinear material properties	2023-06-19	Paper
Design of experiments for the calibration of history-dependent models via deep reinforcement learning and an enhanced Kalman filter	2023-06-01	Paper
Distance-preserving manifold denoising for data-driven mechanics	2023-02-10	Paper
Geometric learning for computational mechanics. II: Graph embedding for interpretable multiscale plasticity	2023-01-23	Paper
Domain partitioning material point method for simulating shock in polycrystalline energetic materials	2023-01-23	Paper
Geometric prior of multi-resolution yielding manifolds and the local closest point projection for nearly non-smooth plasticity	2022-10-10	Paper
A new finite element level set reinitialization method based on the shifted boundary method	2022-04-11	Paper
A finite micro-rotation material point method for micropolar solid and fluid dynamics with three-dimensional evolving contacts and free surfaces	2022-03-11	Paper
Asynchronous phase field fracture model for porous media with thermally non-equilibrated constituents	2021-11-16	Paper
DP-MPM: domain partitioning material point method for evolving multi-body thermal-mechanical contacts during dynamic fracture and fragmentation	2021-10-28	Paper
A kd-tree-accelerated hybrid data-driven/model-based approach for poroelasticity problems with multi-fidelity multi-physics data	2021-10-27	Paper
ILS-MPM: an implicit level-set-based material point method for frictional particulate contact mechanics of deformable particles	2021-10-22	Paper
A phase field model for cohesive fracture in micropolar continua	2021-10-22	Paper
Sobolev training of thermodynamic-informed neural networks for interpretable elasto-plasticity models with level set hardening	2021-04-27	Paper
Phase field modeling of frictional slip with slip weakening/strengthening under non-isothermal conditions	2021-04-27	Paper
A non-cooperative meta-modeling game for automated third-party calibrating, validating and falsifying constitutive laws with parallelized adversarial attacks	2021-04-26	Paper
Geometric deep learning for computational mechanics. I: Anisotropic hyperelasticity	2021-04-26	Paper
A configurational force for adaptive re-meshing of gradient-enhanced poromechanics problems with history-dependent variables	2020-05-12	Paper
A phase field framework for capillary-induced fracture in unsaturated porous media: drying-induced vs. hydraulic cracking	2020-04-28	Paper
A micromorphically regularized Cam-Clay model for capturing size-dependent anisotropy of geomaterials	2020-04-16	Paper
An updated Lagrangian LBM-DEM-FEM coupling model for dual-permeability fissured porous media with embedded discontinuities	2020-04-09	Paper
Meta-modeling game for deriving theory-consistent, microstructure-based traction-separation laws via deep reinforcement learning	2020-04-09	Paper
Computational thermomechanics of crystalline rock. I: A combined multi-phase-field/crystal plasticity approach for single crystal simulations	2020-04-08	Paper
A mixed-mode phase field fracture model in anisotropic rocks with consistent kinematics	2020-04-08	Paper
A multiscale multi-permeability poroplasticity model linked by recursive homogenizations and deep learning	2020-04-07	Paper
Cracking and damage from crystallization in pores: coupled chemo-hydro-mechanics and phase-field modeling	2020-04-07	Paper
A unified variational eigen-erosion framework for interacting brittle fractures and compaction bands in fluid-infiltrating porous media	2020-04-06	Paper
Computational thermo-hydro-mechanics for multiphase freezing and thawing porous media in the finite deformation range	2020-04-06	Paper
Coupled phase-field and plasticity modeling of geological materials: from brittle fracture to ductile flow	2020-04-06	Paper
FFT-based solver for higher-order and multi-phase-field fracture models applied to strongly anisotropic brittle materials	2020-04-06	Paper
\(\mathrm{SO}(3)\)-invariance of informed-graph-based deep neural network for anisotropic elastoplastic materials	2020-03-31	Paper
A cooperative game for automated learning of elasto-plasticity knowledge graphs and models with AI-guided experimentation	2019-08-19	Paper
A semi-implicit discrete-continuum coupling method for porous media based on the effective stress principle at finite strain	2019-06-12	Paper
A stabilized finite element formulation for monolithic thermo-hydro-mechanical simulations at finite strain	2016-12-30	Paper
A nonlocal multiscale discrete-continuum model for predicting mechanical behavior of granular materials	2016-12-30	Paper
A multiscale overlapped coupling formulation for large-deformation strain localization	2015-01-23	Paper
Erratum to: ``A multiscale overlapped coupling formulation for large-deformation strain localization	2015-01-23	Paper
Lie-group interpolation and variational recovery for internal variables	2014-03-21	Paper

Research outcomes over time

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