Xiong, Zeyu; Xiao, Mian; Vlassis, Nikolaos; Sun, WaiChing A neural kernel method for capturing multiscale high-dimensional micromorphic plasticity of materials with internal structures. (English) Zbl 07761311 Comput. Methods Appl. Mech. Eng. 416, Article ID 116317, 35 p. (2023). MSC: 68-XX 74-XX PDFBibTeX XMLCite \textit{Z. Xiong} et al., Comput. Methods Appl. Mech. Eng. 416, Article ID 116317, 35 p. (2023; Zbl 07761311) Full Text: DOI
Vlassis, Nikolaos N.; Sun, WaiChing Geometric learning for computational mechanics. II: Graph embedding for interpretable multiscale plasticity. (English) Zbl 07644841 Comput. Methods Appl. Mech. Eng. 404, Article ID 115768, 29 p. (2023). MSC: 74-XX 68-XX PDFBibTeX XMLCite \textit{N. N. Vlassis} and \textit{W. Sun}, Comput. Methods Appl. Mech. Eng. 404, Article ID 115768, 29 p. (2023; Zbl 07644841) Full Text: DOI arXiv
Xiao, Mian; Sun, WaiChing Geometric prior of multi-resolution yielding manifolds and the local closest point projection for nearly non-smooth plasticity. (English) Zbl 1507.74087 Comput. Methods Appl. Mech. Eng. 400, Article ID 115469, 28 p. (2022). MSC: 74C05 PDFBibTeX XMLCite \textit{M. Xiao} and \textit{W. Sun}, Comput. Methods Appl. Mech. Eng. 400, Article ID 115469, 28 p. (2022; Zbl 1507.74087) Full Text: DOI
Suh, Hyoung Suk; Sun, WaiChing Asynchronous phase field fracture model for porous media with thermally non-equilibrated constituents. (English) Zbl 1507.74419 Comput. Methods Appl. Mech. Eng. 387, Article ID 114182, 37 p. (2021). MSC: 74R10 74F10 PDFBibTeX XMLCite \textit{H. S. Suh} and \textit{W. Sun}, Comput. Methods Appl. Mech. Eng. 387, Article ID 114182, 37 p. (2021; Zbl 1507.74419) Full Text: DOI
Bryant, Eric C.; Sun, WaiChing Phase field modeling of frictional slip with slip weakening/strengthening under non-isothermal conditions. (English) Zbl 1506.74218 Comput. Methods Appl. Mech. Eng. 375, Article ID 113557, 44 p. (2021). MSC: 74M10 PDFBibTeX XMLCite \textit{E. C. Bryant} and \textit{W. Sun}, Comput. Methods Appl. Mech. Eng. 375, Article ID 113557, 44 p. (2021; Zbl 1506.74218) Full Text: DOI
Vlassis, Nikolaos N.; Sun, WaiChing Sobolev training of thermodynamic-informed neural networks for interpretable elasto-plasticity models with level set hardening. (English) Zbl 1506.74449 Comput. Methods Appl. Mech. Eng. 377, Article ID 113695, 37 p. (2021). MSC: 74S05 65N30 74C10 PDFBibTeX XMLCite \textit{N. N. Vlassis} and \textit{W. Sun}, Comput. Methods Appl. Mech. Eng. 377, Article ID 113695, 37 p. (2021; Zbl 1506.74449) Full Text: DOI arXiv
Liu, Chuanqi; Sun, WaiChing ILS-MPM: an implicit level-set-based material point method for frictional particulate contact mechanics of deformable particles. (English) Zbl 1506.74220 Comput. Methods Appl. Mech. Eng. 369, Article ID 113168, 29 p. (2020). MSC: 74M10 70F40 PDFBibTeX XMLCite \textit{C. Liu} and \textit{W. Sun}, Comput. Methods Appl. Mech. Eng. 369, Article ID 113168, 29 p. (2020; Zbl 1506.74220) Full Text: DOI arXiv
Heider, Yousef; Sun, WaiChing A phase field framework for capillary-induced fracture in unsaturated porous media: drying-induced vs. hydraulic cracking. (English) Zbl 1441.74205 Comput. Methods Appl. Mech. Eng. 359, Article ID 112647, 26 p. (2020). MSC: 74R10 74F10 PDFBibTeX XMLCite \textit{Y. Heider} and \textit{W. Sun}, Comput. Methods Appl. Mech. Eng. 359, Article ID 112647, 26 p. (2020; Zbl 1441.74205) Full Text: DOI DOI
Heider, Yousef; Wang, Kun; Sun, WaiChing \(\mathrm{SO}(3)\)-invariance of informed-graph-based deep neural network for anisotropic elastoplastic materials. (English) Zbl 1436.74012 Comput. Methods Appl. Mech. Eng. 363, Article ID 112875, 29 p. (2020). MSC: 74C05 74E10 PDFBibTeX XMLCite \textit{Y. Heider} et al., Comput. Methods Appl. Mech. Eng. 363, Article ID 112875, 29 p. (2020; Zbl 1436.74012) Full Text: DOI
Wang, Kun; Sun, WaiChing Meta-modeling game for deriving theory-consistent, microstructure-based traction-separation laws via deep reinforcement learning. (English) Zbl 1440.74016 Comput. Methods Appl. Mech. Eng. 346, 216-241 (2019). MSC: 74A20 74A50 74S05 74M25 PDFBibTeX XMLCite \textit{K. Wang} and \textit{W. Sun}, Comput. Methods Appl. Mech. Eng. 346, 216--241 (2019; Zbl 1440.74016) Full Text: DOI arXiv
Wang, Kun; Sun, WaiChing An updated Lagrangian LBM-DEM-FEM coupling model for dual-permeability fissured porous media with embedded discontinuities. (English) Zbl 1440.74449 Comput. Methods Appl. Mech. Eng. 344, 276-305 (2019). MSC: 74S05 65N30 74F10 76S05 PDFBibTeX XMLCite \textit{K. Wang} and \textit{W. Sun}, Comput. Methods Appl. Mech. Eng. 344, 276--305 (2019; Zbl 1440.74449) Full Text: DOI
Wang, Kun; Sun, WaiChing; Du, Qiang A cooperative game for automated learning of elasto-plasticity knowledge graphs and models with AI-guided experimentation. (English) Zbl 1464.74034 Comput. Mech. 64, No. 2, 467-499 (2019). MSC: 74C05 74S50 74-05 05C90 PDFBibTeX XMLCite \textit{K. Wang} et al., Comput. Mech. 64, No. 2, 467--499 (2019; Zbl 1464.74034) Full Text: DOI DOI arXiv
Na, SeonHong; Sun, WaiChing Computational thermomechanics of crystalline rock. I: A combined multi-phase-field/crystal plasticity approach for single crystal simulations. (English) Zbl 1440.74222 Comput. Methods Appl. Mech. Eng. 338, 657-691 (2018). MSC: 74L10 74S05 74A15 PDFBibTeX XMLCite \textit{S. Na} and \textit{W. Sun}, Comput. Methods Appl. Mech. Eng. 338, 657--691 (2018; Zbl 1440.74222) Full Text: DOI
Wang, Kun; Sun, WaiChing A multiscale multi-permeability poroplasticity model linked by recursive homogenizations and deep learning. (English) Zbl 1440.74130 Comput. Methods Appl. Mech. Eng. 334, 337-380 (2018). MSC: 74F10 74S05 74L10 PDFBibTeX XMLCite \textit{K. Wang} and \textit{W. Sun}, Comput. Methods Appl. Mech. Eng. 334, 337--380 (2018; Zbl 1440.74130) Full Text: DOI DOI
Choo, Jinhyun; Sun, WaiChing Coupled phase-field and plasticity modeling of geological materials: from brittle fracture to ductile flow. (English) Zbl 1439.74184 Comput. Methods Appl. Mech. Eng. 330, 1-32 (2018). MSC: 74L05 74C05 74R10 74S05 86A60 PDFBibTeX XMLCite \textit{J. Choo} and \textit{W. Sun}, Comput. Methods Appl. Mech. Eng. 330, 1--32 (2018; Zbl 1439.74184) Full Text: DOI
Na, SeonHong; Sun, WaiChing Computational thermo-hydro-mechanics for multiphase freezing and thawing porous media in the finite deformation range. (English) Zbl 1439.74114 Comput. Methods Appl. Mech. Eng. 318, 667-700 (2017). MSC: 74F10 74C05 74F05 PDFBibTeX XMLCite \textit{S. Na} and \textit{W. Sun}, Comput. Methods Appl. Mech. Eng. 318, 667--700 (2017; Zbl 1439.74114) Full Text: DOI
Wang, Kun; Sun, WaiChing A semi-implicit discrete-continuum coupling method for porous media based on the effective stress principle at finite strain. (English) Zbl 1423.76286 Comput. Methods Appl. Mech. Eng. 304, 546-583 (2016). MSC: 76M10 74F10 65N30 76S05 PDFBibTeX XMLCite \textit{K. Wang} and \textit{W. Sun}, Comput. Methods Appl. Mech. Eng. 304, 546--583 (2016; Zbl 1423.76286) Full Text: DOI
Liu, Yang; Sun, Waiching; Yuan, Zifeng; Fish, Jacob A nonlocal multiscale discrete-continuum model for predicting mechanical behavior of granular materials. (English) Zbl 1352.74082 Int. J. Numer. Methods Eng. 106, No. 2, 129-160 (2016). MSC: 74E20 76T25 PDFBibTeX XMLCite \textit{Y. Liu} et al., Int. J. Numer. Methods Eng. 106, No. 2, 129--160 (2016; Zbl 1352.74082) Full Text: DOI DOI
Sun, Waiching A stabilized finite element formulation for monolithic thermo-hydro-mechanical simulations at finite strain. (English) Zbl 1352.76116 Int. J. Numer. Methods Eng. 103, No. 11, 798-839 (2015). MSC: 76S05 76M10 74F05 74F10 PDFBibTeX XMLCite \textit{W. Sun}, Int. J. Numer. Methods Eng. 103, No. 11, 798--839 (2015; Zbl 1352.76116) Full Text: DOI DOI