Reproducing kernel particle methods. Zbl 0881.76072 Liu, Wing Kam;Jun, Sukky;Zhang, Yi Fei | | 1995 |
Nonlinear finite elements for continua and structures. Zbl 0959.74001 Belytschko, Ted;Liu, Wing Kam;Moran, Brian | | 2000 |
Lagrangian-Eulerian finite element formulation for incompressible viscous flows. Zbl 0482.76039 Hughes, Thomas J. R.;Liu, Wing Kam;Zimmermann, Thomas K. | | 1981 |
Reproducing kernel particle methods for large deformation analysis of nonlinear structures. Zbl 0918.73330 Chen, Jiun-Shyan;Pan, Chunhui;Wu, Cheng-Tang;Liu, Wing Kam | | 1996 |
Reproducing kernel particle methods for structural dynamics. Zbl 0840.73078 Liu, Wing Kam;Jun, Sukky;Li, Shaofan;Adee, Jonathan;Belytschko, Ted | | 1995 |
Moving least-square reproducing kernel methods. I: Methodology and convergence. Zbl 0883.65088 Liu, Wing Kam;Li, Shaofan;Belytschko, Ted | | 1997 |
Immersed finite element method. Zbl 1067.76576 Zhang, Lucy;Gerstenberger, Axel;Wang, Xiaodong;Liu, Wing Kam | | 2004 |
Meshfree particle methods. Zbl 1073.65002 Li, Shaofan;Liu, Wing Kam | | 2004 |
Coupling of atomistic and continuum simulations using a bridging scale decomposition. Zbl 1169.74635 Wagner, Gregory J.;Liu, Wing Kam | | 2003 |
Nonlinear finite elements for continua and structures. 2nd updated and extended ed. Zbl 1279.74002 Belytschko, Ted;Liu, Wing Kam;Moran, Brian;Elkhodary, Khalil | | 2013 |
Hourglass control in linear and nonlinear problems. Zbl 0522.73063 Belytschko, Ted;Ong, Jame Shau-Jen;Liu, Wing Kam;Kennedy, James M. | | 1984 |
Stress projection for membrane and shear locking in shell finite elements. Zbl 0581.73091 Belytschko, Ted;Stolarski, Henryk;Liu, Wing Kam;Carpenter, Nicholas;Ong, Jame Shau-Jen | | 1985 |
A unified stability analysis of meshless particle methods. Zbl 0972.74078 Belytschko, Ted;Guo, Yong;Liu, Wing Kam;Xiao, Shao Ping | | 2000 |
Finite element analysis of incompressible viscous flows by the penalty function formulation. Zbl 0412.76023 Hughes, Thomas J. R.;Liu, Wing Kam;Brooks, Alec | | 1979 |
Self-consistent clustering analysis: an efficient multi-scale scheme for inelastic heterogeneous materials. Zbl 1436.74070 Liu, Zeliang;Bessa, M. A.;Liu, Wing Kam | | 2016 |
Nonlinear finite element analysis of shells. I. Three-dimensional shells. Zbl 0461.73061 Hughes, Thomas J. R.;Liu, Wing Kam | | 1981 |
Random field finite elements. Zbl 0597.73075 Liu, Wing Kam;Belytschko, Ted;Mani, A. | | 1986 |
Implicit-explicit finite elements in transient analysis: Stability theory. Zbl 0392.73076 Hughes, T. J. R.;Liu, W. K. | | 1978 |
Viscous flow with large free surface motion. Zbl 0655.76032 Huerta, Antonio;Liu, Wing Kam | | 1988 |
A framework for data-driven analysis of materials under uncertainty: countering the curse of dimensionality. Zbl 1439.74014 Bessa, M. A.;Bostanabad, R.;Liu, Z.;Hu, A.;Apley, Daniel W.;Brinson, C.;Chen, W.;Liu, Wing Kam | | 2017 |
Immersed finite element method and its applications to biological systems. Zbl 1178.76232 Liu, Wing Kam;Liu, Yaling;Farrell, David;Zhang, Lucy;Wang, X. Sheldon;Fukui, Yoshio;Patankar, Neelesh;Zhang, Yongjie;Bajaj, Chandrajit;Lee, Junghoon;Hong, Juhee;Chen, Xinyu;Hsu, Huayi | | 2006 |
Wavelet and multiple scale reproducing kernel methods. Zbl 0885.76078 Liu, Wing Kam;Chen, Yijung | | 1995 |
Reproducing kernel element method. I: Theoretical formulation. Zbl 1060.74670 Liu, Wing Kam;Han, Weimin;Lu, Hongsheng;Li, Shaofan;Cao, Jian | | 2004 |
Smoothing and accelerated computations in the element free Galerkin method. Zbl 0862.73058 Belytschko, Ted;Krongauz, Yury;Fleming, Mark;Organ, Daniel;Liu, Wing Kam Snm | | 1996 |
Reproducing kernel hierarchical partition of unity. I: Formulation and theory. II: Applications. Zbl 0945.74079 Li, Shaofan;Liu, Wing Kam | | 1999 |
An introduction to computational nanomechanics and materials. Zbl 1079.74506 Liu, W. K.;Karpov, E. G.;Zhang, S.;Park, H. S. | | 2004 |
Extended immersed boundary method using FEM and RKPM. Zbl 1060.74676 Wang, Xiaodong;Liu, Wing Kam | | 2004 |
Generalized multiple scale reproducing kernel particle methods. Zbl 0896.76069 Liu, Wing Kam;Chen, Yijung;Uras, R. Aziz;Chang, Chin Tang | | 1996 |
Implicit-explicit finite elements in transient analysis: Implementation and numerical examples. Zbl 0392.73077 Hughes, T. J. R.;Liu, W. K. | | 1978 |
A meshfree unification: reproducing kernel peridynamics. Zbl 1398.74452 Bessa, M. A.;Foster, J. T.;Belytschko, T.;Liu, Wing Kam | | 2014 |
Finite-element methods for nonlinear elastodynamics which conserve energy. Zbl 0392.73075 Hughes, T. J. R.;Caughey, T. K.;Liu, W. K. | | 1978 |
Moving least-square reproducing kernel method. II: Fourier analysis. Zbl 0883.65089 Li, Shaofan;Liu, Wing Kam | | 1996 |
Finite element stabilization matrices - A unification approach. Zbl 0553.73065 Liu, Wingkam;Ong, Jame Shau-Jen;Uras, Rasim Aziz | | 1985 |
Arbitrary Lagrangian-Eulerian Petrov-Galerkin finite elements for nonlinear continua. Zbl 0626.73076 Liu, Wing Kam;Chang, Herman;Chen, Jiun-Shyan;Belytschko, Ted | | 1988 |
Numerical simulations of large deformation of thin shell structures using meshfree methods. Zbl 0978.74087 Li, S.;Hao, W.;Liu, W. K. | | 2000 |
Nonlinear finite element analysis of shells. II. Two-dimensional shells. Zbl 0474.73093 Hughes, Thomas J. R.;Liu, Wing Kam | | 1981 |
Enrichment of the finite element method with the reproducing kernel particle method. Zbl 0920.73366 Liu, Wing Kam;Uras, R. A.;Chen, Y. | | 1997 |
Probabilistic finite elements for nonlinear structural dynamics. Zbl 0576.73066 Liu, Wing Kam;Belytschko, Ted;Mani, A. | | 1986 |
Meshless methods for shear-deformable beams and plates. Zbl 0959.74079 Donning, Brian M.;Liu, Wing Kam | | 1998 |
Microstructural material database for self-consistent clustering analysis of elastoplastic strain softening materials. Zbl 1439.74063 Liu, Zeliang;Fleming, Mark;Liu, Wing Kam | | 2018 |
The extended finite element method for rigid particles in Stokes flow. Zbl 0998.76054 Wagner, G. J.;Moës, N.;Liu, W. K.;Belytschko, T. | | 2001 |
Multi-scale micromorphic theory for hierarchical materials. Zbl 1159.74314 Vernerey, Franck;Liu, Wing Kam;Moran, Brian | | 2007 |
Reproducing kernel element method. II: Globally conforming \(I^m/C^n\) hierarchies. Zbl 1093.74062 Li, Shaofan;Lu, Hongsheng;Han, Weimin;Liu, Wing Kam;Simkins, Daniel C. | | 2004 |
A multiscale projection method for the analysis of carbon nanotubes. Zbl 1079.74595 Qian, Dong;Wagner, Gregory J.;Liu, Wing Kam | | 2004 |
Synchronized reproducing kernel interpolant via multiple wavelet expansion. Zbl 0912.76057 Li, S.;Liu, W. K. | | 1998 |
A multiple-quadrature eight-mode hexahedral finite element for large deformation elastoplastic analysis. Zbl 0935.74068 Liu, Wing Kam;Guo, Yong;Tang, Sing;Belytschko, Ted | | 1998 |
Advances in multiple scale kernel particle methods. Zbl 0868.73091 Liu, W. K.;Chen, Y.;Chang, C. T.;Belytschko, T. | | 1996 |
Rheology of red blood cell aggregation by computer simulation. Zbl 1102.92010 Liu, Yaling;Liu, Wing Kam | | 2006 |
Resultant-stress degenerated-shell element. Zbl 0587.73113 Liu, Wing K.;Law, E. S.;Lam, D.;Belytschko, T. | | 1986 |
Implementation of boundary conditions for meshless methods. Zbl 0963.76068 Günther, Frank C.;Liu, Wing Kam | | 1998 |
Mathematical foundations of the immersed finite element method. Zbl 1178.74170 Liu, Wing Kam;Kim, Do Wan;Tang, Shaoqiang | | 2007 |
An arbitrary Lagrangian-Eulerian finite element method for path-dependent materials. Zbl 0585.73117 Liu, Wing Kam;Belytschko, Ted;Chang, Herman | | 1986 |
Application of essential boundary conditions in mesh-free methods: A corrected collocation method. Zbl 0965.76069 Wagner, Gregory J.;Liu, Wing Kam | | 2000 |
A Green’s function approach to deriving non-reflecting boundary conditions in molecular dynamics simulations. Zbl 1080.74050 Karpov, E. G.;Wagner, G. J.;Liu, Wing Kam | | 2005 |
Hierarchical enrichment for bridging scales and mesh-free boundary conditions. Zbl 1006.76073 Wagner, Gregory J.;Liu, Wing Kam | | 2001 |
Explicit reproducing kernel particle methods for large deformation problems. Zbl 0909.73088 Jun, Sukky;Liu, Wing Kam;Belytschko, Ted | | 1998 |
Multiresolution reproducing kernel particle method for computational fluid dynamics. Zbl 0880.76057 Liu, Wing Kam;Jun, Sukky;Sihling, Dirk Thomas;Chen, Yijung;Hao, Wei | | 1997 |
Mesh-free Galerkin simulations of dynamic shear band propagation and failure mode transition. Zbl 1090.74698 Li, Shaofan;Liu, Wing Kam;Rosakis, Ares J.;Belytschko, Ted;Hao, Wei | | 2002 |
Multiple-scale reproducing kernel particle methods for large deformation problems. Zbl 0916.73060 Liu, Wing Kam;Jun, Sukky | | 1998 |
Hierarchical deep learning neural network (HiDeNN): an artificial intelligence (AI) framework for computational science and engineering. Zbl 1506.68110 Saha, Sourav;Gan, Zhengtao;Cheng, Lin;Gao, Jiaying;Kafka, Orion L.;Xie, Xiaoyu;Li, Hengyang;Tajdari, Mahsa;Kim, H. Alicia;Liu, Wing Kam | | 2021 |
Mesh-free simulations of shear banding in large deformation. Zbl 0995.74082 Li, Shaofan;Hao, Wei;Liu, Wing Kam | | 2000 |
Three-dimensional bridging scale analysis of dynamic fracture. Zbl 1213.74267 Park, Harold S.;Karpov, Eduard G.;Klein, Patrick A.;Liu, Wing Kam | | 2005 |
Molecular dynamics boundary conditions for regular crystal lattices. Zbl 1079.74526 Wagner, Gregory J.;Karpov, Eduard G.;Liu, Wing Kam | | 2004 |
Reproducing kernel element method. III: Generalized enrichment and applications. Zbl 1060.74671 Lu, Hongsheng;Li, Shaofan;Simkins, Daniel C. jun.;Liu, Wing Kam;Cao, Jian | | 2004 |
Reproducing kernel element method. IV: Globally compatible \(C^n\) (\(n\geqslant 1\)) triangular hierarchy. Zbl 1093.74064 Simkins, Daniel C. jun.;Li, Shaofan;Lu, Hongsheng;Liu, Wing Kam | | 2004 |
A mathematical framework of the bridging scale method. Zbl 1117.74056 Tang, Shaoqiang;Hou, Thomas Y.;Liu, Wing Kam | | 2006 |
A stabilization matrix for the bilinear Mindlin plate element. Zbl 0474.73091 Belytschko, T.;Tsay, C. S.;Liu, W. K. | | 1981 |
Bridging multi-scale method for localization problems. Zbl 1060.74504 Kadowaki, Hiroshi;Liu, Wing Kam | | 2004 |
Admissible approximations for essential boundary conditions in the reproducing kernel particle method. Zbl 0889.73078 Gosz, J.;Liu, W. K. | | 1996 |
Multiresolution analysis for material design. Zbl 1118.74040 McVeigh, Cahal;Vernerey, Franck;Liu, Wing Kam;Brinson, L. Cate | | 2006 |
Data-driven self-consistent clustering analysis of heterogeneous materials with crystal plasticity. Zbl 1493.74017 Liu, Zeliang;Kafka, Orion L.;Yu, Cheng;Liu, Wing Kam | | 2018 |
An introduction and tutorial on multiple-scale analysis in solids. Zbl 1079.74508 Park, Harold S.;Liu, Wing Kam | | 2004 |
Linking microstructure and properties through a predictive multiresolution continuum. Zbl 1159.74311 McVeigh, Cahal;Liu, Wing Kam | | 2008 |
From virtual clustering analysis to self-consistent clustering analysis: a mathematical study. Zbl 1471.74079 Tang, Shaoqiang;Zhang, Lei;Liu, Wing Kam | | 2018 |
An improved reproducing kernel particle method for nearly incompressible finite elasticity. Zbl 0973.74088 Chen, Jiun-Shyan;Yoon, Sangpil;Wang, Hui-Ping;Liu, Wing Kam | | 2000 |
Bridging scale methods for nanomechanics and materials. Zbl 1116.74048 Liu, Wing Kam;Park, Harold S.;Qian, Dong;Karpov, Eduard G.;Kadowaki, Hiroshi;Wagner, Gregory J. | | 2006 |
Stability of multi-time step partitioned integrators for first-order finite element systems. Zbl 0599.65060 Belytschko, Ted;Smolinski, Patrick;Liu, Wing Kam | | 1985 |
Numerical simulations of strain localization in inelastic solids using mesh-free methods. Zbl 1052.74618 Li, Shaofan;Liu, Wing Kam | | 2000 |
A phonon heat bath approach for the atomistic and multiscale simulation of solids. Zbl 1194.74526 Karpov, E. G.;Park, H. S.;Liu, Wing Kam | | 2007 |
Clustering discretization methods for generation of material performance databases in machine learning and design optimization. Zbl 1470.74073 Li, Hengyang;Kafka, Orion L.;Gao, Jiaying;Yu, Cheng;Nie, Yinghao;Zhang, Lei;Tajdari, Mahsa;Tang, Shan;Guo, Xu;Li, Gang;Tang, Shaoqiang;Cheng, Gengdong;Liu, Wing Kam | | 2019 |
Automatised selection of load paths to construct reduced-order models in computational damage micromechanics: from dissipation-driven random selection to Bayesian optimization. Zbl 1398.74053 Goury, Olivier;Amsallem, David;Bordas, Stéphane Pierre Alain;Liu, Wing Kam;Kerfriden, Pierre | | 2016 |
Efficient linear and nonlinear heat conduction with a quadrilateral element. Zbl 0542.65067 Liu, Wing Kam;Belytschko, Ted | | 1984 |
Mixed-time implicit-explicit finite elements for transient analysis. Zbl 0488.73071 Liu, W. K.;Belytschko, T. | | 1982 |
Multiple quadrature underintegrated finite elements. Zbl 0811.73063 Liu, Wing Kam;Hu, Yu-Kan;Belytschko, Ted | | 1994 |
Coupling of Navier-Stokes equations with protein molecular dynamics and its application to hemodynamics. Zbl 1135.92302 Liu, Yaling;Zhang, Lucy;Wang, Xiaodong;Liu, Wing Kam | | 2004 |
On computational issues of immersed finite element methods. Zbl 1158.74049 Wang, X. Sheldon;Zhang, L. T.;Liu, Wing Kam | | 2009 |
Maximum principle and convergence analysis for the meshfree point collocation method. Zbl 1155.65090 Kim, Do Wan;Liu, Wing Kam | | 2006 |
A parallelized meshfree method with boundary enrichment for large-scale CFD. Zbl 1060.76096 Zhang, Lucy T.;Wagner, Gregory J.;Liu, Wing K. | | 2002 |
The immersed/fictitious element method for fluid-structure interaction: Volumetric consistency, compressibility and thin members. Zbl 1159.74437 Wang, Hongwu;Chessa, Jack;Liu, Wing K.;Belytschko, Ted | | 2008 |
A micromorphic model for the multiple scale failure of heterogeneous materials. Zbl 1171.74312 Vernerey, Franck J.;Liu, Wing Kam;Moran, Brian;Olson, Gregory | | 2008 |
Self-consistent clustering analysis for multiscale modeling at finite strains. Zbl 1441.74309 Yu, Cheng;Kafka, Orion L.;Liu, Wing Kam | | 2019 |
A Petrov-Galerkin finite element method for the fractional advection-diffusion equation. Zbl 1439.65090 Lian, Yanping;Ying, Yuping;Tang, Shaoqiang;Lin, Stephen;Wagner, Gregory J.;Liu, Wing Kam | | 2016 |
A pseudo-spectral multiscale method: interfacial conditions and coarse grid equations. Zbl 1089.65110 Tang, Shaoqiang;Hou, Thomas Y.;Liu, Wing Kam | | 2006 |
Data-driven multi-scale multi-physics models to derive process-structure-property relationships for additive manufacturing. Zbl 1471.74081 Yan, Wentao;Lin, Stephen;Kafka, Orion L.;Lian, Yanping;Yu, Cheng;Liu, Zeliang;Yan, Jinhui;Wolff, Sarah;Wu, Hao;Ndip-Agbor, Ebot;Mozaffar, Mojtaba;Ehmann, Kornel;Cao, Jian;Wagner, Gregory J.;Liu, Wing Kam | | 2018 |
Computer implementation aspects for fluid structure interaction problems. Zbl 0478.73061 Liu, Wing Kam;Ma, David C. | | 1982 |
A stabilized 3-D co-rotational formulation for geometrically nonlinear analysis of multi-layered composite shells. Zbl 0980.74066 Masud, A.;Tham, C. L.;Liu, W. K. | | 2000 |
Hierarchical deep-learning neural networks: finite elements and beyond. Zbl 07360501 Zhang, Lei;Cheng, Lin;Li, Hengyang;Gao, Jiaying;Yu, Cheng;Domel, Reno;Yang, Yang;Tang, Shaoqiang;Liu, Wing Kam | | 2021 |
Derivation of heterogeneous material laws via data-driven principal component expansions. Zbl 1467.74013 Yang, Hang;Guo, Xu;Tang, Shan;Liu, Wing Kam | | 2019 |
Phase field modeling of fracture in nonlinearly elastic solids via energy decomposition. Zbl 1440.74038 Tang, Shan;Zhang, Gang;Guo, Tian Fu;Guo, Xu;Liu, Wing Kam | | 2019 |
Implementation and application of a 9-node Lagrange shell element with spurious mode control. Zbl 0581.73089 Belytschko, Ted;Liu, Wing-Kam;Ong, Jame Shau-Jen;Lam, Dennis | | 1985 |
Extended tensor decomposition model reduction methods: training, prediction, and design under uncertainty. Zbl 1539.74553 Lu, Ye;Mojumder, Satyajit;Guo, Jiachen;Li, Yangfan;Liu, Wing Kam | | 2024 |
Solving diffusive equations by proper generalized decomposition with preconditioner. Zbl 1550.76201 Tang, Shaoqiang;Guan, Xinyi;Liu, Wing Kam | | 2024 |
Convolution hierarchical deep-learning neural network (C-HiDeNN) with graphics processing unit (GPU) acceleration. Zbl 1549.74561 Park, Chanwook;Lu, Ye;Saha, Sourav;Xue, Tianju;Guo, Jiachen;Mojumder, Satyajit;Apley, Daniel W.;Wagner, Gregory J.;Liu, Wing Kam | | 2023 |
JAX-FEM: a differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science. Zbl 1526.74068 Xue, Tianju;Liao, Shuheng;Gan, Zhengtao;Park, Chanwook;Xie, Xiaoyu;Liu, Wing Kam;Cao, Jian | | 2023 |
Convolution hierarchical deep-learning neural networks (C-HiDeNN): finite elements, isogeometric analysis, tensor decomposition, and beyond. Zbl 1527.74082 Lu, Ye;Li, Hengyang;Zhang, Lei;Park, Chanwook;Mojumder, Satyajit;Knapik, Stefan;Sang, Zhongsheng;Tang, Shaoqiang;Apley, Daniel W.;Wagner, Gregory J.;Liu, Wing Kam | | 2023 |
Convolution hierarchical deep-learning neural network tensor decomposition (C-HiDeNN-TD) for high-resolution topology optimization. Zbl 1524.74386 Li, Hengyang;Knapik, Stefan;Li, Yangfan;Park, Chanwook;Guo, Jiachen;Mojumder, Satyajit;Lu, Ye;Chen, Wei;Apley, Daniel W.;Liu, Wing Kam | | 2023 |
Deep learning discrete calculus (DLDC): a family of discrete numerical methods by universal approximation for STEM education to frontier research. Zbl 1546.74087 Saha, Sourav;Park, Chanwook;Knapik, Stefan;Guo, Jiachen;Huang, Owen;Liu, Wing Kam | | 2023 |
Isogeometric convolution hierarchical deep-learning neural network: isogeometric analysis with versatile adaptivity. Zbl 1539.74492 Zhang, Lei;Park, Chanwook;Lu, Ye;Li, Hengyang;Mojumder, Satyajit;Saha, Sourav;Guo, Jiachen;Li, Yangfan;Abbott, Trevor;Wagner, Gregory J.;Tang, Shaoqiang;Liu, Wing Kam | | 2023 |
HiDeNN-FEM: a seamless machine learning approach to nonlinear finite element analysis. Zbl 1523.74175 Liu, Yingjian;Park, Chanwook;Lu, Ye;Mojumder, Satyajit;Liu, Wing Kam;Qian, Dong | | 2023 |
HiDeNN-TD: reduced-order hierarchical deep learning neural networks. Zbl 1507.65285 Zhang, Lei;Lu, Ye;Tang, Shaoqiang;Liu, Wing Kam | | 2022 |
Mechanistically informed data-driven modeling of cyclic plasticity via artificial neural networks. Zbl 1507.74082 Liu, Daoping;Yang, Hang;Elkhodary, K. I.;Tang, Shan;Liu, Wing Kam;Guo, Xu | | 2022 |
Concurrent \(n\)-scale modeling for non-orthogonal woven composite. Zbl 1501.74069 Gao, Jiaying;Mojumder, Satyajit;Zhang, Weizhao;Li, Hengyang;Suarez, Derick;He, Chunwang;Cao, Jian;Liu, Wing Kam | | 2022 |
Hierarchical deep learning neural network (HiDeNN): an artificial intelligence (AI) framework for computational science and engineering. Zbl 1506.68110 Saha, Sourav;Gan, Zhengtao;Cheng, Lin;Gao, Jiaying;Kafka, Orion L.;Xie, Xiaoyu;Li, Hengyang;Tajdari, Mahsa;Kim, H. Alicia;Liu, Wing Kam | | 2021 |
Hierarchical deep-learning neural networks: finite elements and beyond. Zbl 07360501 Zhang, Lei;Cheng, Lin;Li, Hengyang;Gao, Jiaying;Yu, Cheng;Domel, Reno;Yang, Yang;Tang, Shaoqiang;Liu, Wing Kam | | 2021 |
Multiresolution clustering analysis for efficient modeling of hierarchical material systems. Zbl 1468.74092 Yu, Cheng;Kafka, Orion L.;Liu, Wing Kam | | 2021 |
MAP123-EPF: a mechanistic-based data-driven approach for numerical elastoplastic modeling at finite strain. Zbl 1506.74069 Tang, Shan;Yang, Hang;Qiu, Hai;Fleming, Mark;Liu, Wing Kam;Guo, Xu | | 2021 |
Image-based modelling for adolescent idiopathic scoliosis: mechanistic machine learning analysis and prediction. Zbl 1506.92016 Tajdari, Mahsa;Pawar, Aishwarya;Li, Hengyang;Tajdari, Farzam;Maqsood, Ayesha;Cleary, Emmett;Saha, Sourav;Zhang, Yongjie Jessica;Sarwark, John F.;Liu, Wing Kam | | 2021 |
Efficient multiscale modeling for woven composites based on self-consistent clustering analysis. Zbl 1442.74057 Han, Xinxing;Gao, Jiaying;Fleming, Mark;Xu, Chenghai;Xie, Weihua;Meng, Songhe;Liu, Wing Kam | | 2020 |
MAP123-EP: a mechanistic-based data-driven approach for numerical elastoplastic analysis. Zbl 1442.74044 Tang, Shan;Li, Ying;Qiu, Hai;Yang, Hang;Saha, Sourav;Mojumder, Satyajit;Liu, Wing Kam;Guo, Xu | | 2020 |
Adaptive hyper reduction for additive manufacturing thermal fluid analysis. Zbl 1506.76143 Lu, Ye;Jones, Kevontrez Kyvon;Gan, Zhengtao;Liu, Wing Kam | | 2020 |
Analytical expression of RKPM shape functions. Zbl 1467.74094 Zhang, Lei;Tang, Shaoqiang;Liu, Wing Kam | | 2020 |
Clustering discretization methods for generation of material performance databases in machine learning and design optimization. Zbl 1470.74073 Li, Hengyang;Kafka, Orion L.;Gao, Jiaying;Yu, Cheng;Nie, Yinghao;Zhang, Lei;Tajdari, Mahsa;Tang, Shan;Guo, Xu;Li, Gang;Tang, Shaoqiang;Cheng, Gengdong;Liu, Wing Kam | | 2019 |
Self-consistent clustering analysis for multiscale modeling at finite strains. Zbl 1441.74309 Yu, Cheng;Kafka, Orion L.;Liu, Wing Kam | | 2019 |
Derivation of heterogeneous material laws via data-driven principal component expansions. Zbl 1467.74013 Yang, Hang;Guo, Xu;Tang, Shan;Liu, Wing Kam | | 2019 |
Phase field modeling of fracture in nonlinearly elastic solids via energy decomposition. Zbl 1440.74038 Tang, Shan;Zhang, Gang;Guo, Tian Fu;Guo, Xu;Liu, Wing Kam | | 2019 |
MAP123: a data-driven approach to use 1D data for 3D nonlinear elastic materials modeling. Zbl 1442.65417 Tang, Shan;Zhang, Gang;Yang, Hang;Li, Ying;Liu, Wing Kam;Guo, Xu | | 2019 |
Data science for finite strain mechanical science of ductile materials. Zbl 1467.74017 Shakoor, Modesar;Kafka, Orion L.;Yu, Cheng;Liu, Wing Kam | | 2019 |
Fast calculation of interaction tensors in clustering-based homogenization. Zbl 1467.74100 Zhang, Lei;Tang, Shaoqiang;Yu, Cheng;Zhu, Xi;Liu, Wing Kam | | 2019 |
Powder-scale multi-physics modeling of multi-layer multi-track selective laser melting with sharp interface capturing method. Zbl 1468.74014 Wang, Zekun;Yan, Wentao;Liu, Wing Kam;Liu, Moubin | | 2019 |
Fracture in tension-compression-asymmetry solids via phase field modeling. Zbl 1442.74025 Zhang, Gang;Guo, Tian Fu;Guo, Xu;Tang, Shan;Fleming, Mark;Liu, Wing Kam | | 2019 |
A Computational Mechanics special issue on: Data-driven modeling and simulation – theory, methods, and applications. Zbl 1476.00073
| | 2019 |
An inverse modeling approach for predicting filled rubber performance. Zbl 1442.65141 Gao, Jiaying;Shakoor, Modesar;Jinnai, Hiroshi;Kadowaki, Hiroshi;Seta, Eisuke;Liu, Wing Kam | | 2019 |
A data-driven multiscale theory for modeling damage and fracture of composite materials. Zbl 1428.74229 Shakoor, Modesar;Gao, Jiaying;Liu, Zeliang;Liu, Wing Kam | | 2019 |
A sequential homogenization of multi-coated micromechanical model for functionally graded interphase composites. Zbl 1465.74141 Cheng, Yi;Cheng, Hui;Zhang, Kaifu;Jones, Kevontrez Kyvon;Gao, Jiaying;Hu, Junshan;Li, Hailin;Liu, Wing Kam | | 2019 |
Large eddy simulation of turbulent flow over and through a rough permeable bed. Zbl 1410.76098 Lian, Y. P.;Dallmann, J.;Sonin, B.;Roche, K. R.;Liu, W. K.;Packman, A. I.;Wagner, G. J. | | 2019 |
Microstructural material database for self-consistent clustering analysis of elastoplastic strain softening materials. Zbl 1439.74063 Liu, Zeliang;Fleming, Mark;Liu, Wing Kam | | 2018 |
Data-driven self-consistent clustering analysis of heterogeneous materials with crystal plasticity. Zbl 1493.74017 Liu, Zeliang;Kafka, Orion L.;Yu, Cheng;Liu, Wing Kam | | 2018 |
From virtual clustering analysis to self-consistent clustering analysis: a mathematical study. Zbl 1471.74079 Tang, Shaoqiang;Zhang, Lei;Liu, Wing Kam | | 2018 |
Data-driven multi-scale multi-physics models to derive process-structure-property relationships for additive manufacturing. Zbl 1471.74081 Yan, Wentao;Lin, Stephen;Kafka, Orion L.;Lian, Yanping;Yu, Cheng;Liu, Zeliang;Yan, Jinhui;Wolff, Sarah;Wu, Hao;Ndip-Agbor, Ebot;Mozaffar, Mojtaba;Ehmann, Kornel;Cao, Jian;Wagner, Gregory J.;Liu, Wing Kam | | 2018 |
Uncertainty quantification in multiscale simulation of woven fiber composites. Zbl 1440.74102 Bostanabad, Ramin;Liang, Biao;Gao, Jiaying;Liu, Wing Kam;Cao, Jian;Zeng, Danielle;Su, Xuming;Xu, Hongyi;Li, Yang;Chen, Wei | | 2018 |
Enriched reproducing kernel particle method for fractional advection-diffusion equation. Zbl 1404.65070 Ying, Yuping;Lian, Yanping;Tang, Shaoqiang;Liu, Wing Kam | | 2018 |
A parallelized three-dimensional cellular automaton model for grain growth during additive manufacturing. Zbl 1470.74072 Lian, Yanping;Lin, Stephen;Yan, Wentao;Liu, Wing Kam;Wagner, Gregory J. | | 2018 |
An integrated process-structure-property modeling framework for additive manufacturing. Zbl 1440.74147 Yan, Wentao;Lian, Yanping;Yu, Cheng;Kafka, Orion L.;Liu, Zeliang;Liu, Wing Kam;Wagner, Gregory J. | | 2018 |
Special issue on additive manufacturing: progress in modeling and simulation with experimental validations in additive manufacturing. Zbl 1405.00023
| | 2018 |
A framework for data-driven analysis of materials under uncertainty: countering the curse of dimensionality. Zbl 1439.74014 Bessa, M. A.;Bostanabad, R.;Liu, Z.;Hu, A.;Apley, Daniel W.;Brinson, C.;Chen, W.;Liu, Wing Kam | | 2017 |
High-order central difference scheme for Caputo fractional derivative. Zbl 1439.65101 Ying, Yuping;Lian, Yanping;Tang, Shaoqiang;Liu, Wing Kam | | 2017 |
An enriched finite element method to fractional advection-diffusion equation. Zbl 1429.65171 Luan, Shengzhi;Lian, Yanping;Ying, Yuping;Tang, Shaoqiang;Wagner, Gregory J.;Liu, Wing Kam | | 2017 |
A meshfree method for the fractional advection-diffusion equation. Zbl 1404.65208 Lian, Yanping;Wagner, Gregory J.;Liu, Wing Kam | | 2017 |
An energetically consistent concurrent multiscale method for heterogeneous heat transfer and phase transition applications. Zbl 1439.74442 Lin, Stephen;Smith, Jacob;Liu, Wing Kam;Wagner, Gregory J. | | 2017 |
Self-consistent clustering analysis: an efficient multi-scale scheme for inelastic heterogeneous materials. Zbl 1436.74070 Liu, Zeliang;Bessa, M. A.;Liu, Wing Kam | | 2016 |
Automatised selection of load paths to construct reduced-order models in computational damage micromechanics: from dissipation-driven random selection to Bayesian optimization. Zbl 1398.74053 Goury, Olivier;Amsallem, David;Bordas, Stéphane Pierre Alain;Liu, Wing Kam;Kerfriden, Pierre | | 2016 |
A Petrov-Galerkin finite element method for the fractional advection-diffusion equation. Zbl 1439.65090 Lian, Yanping;Ying, Yuping;Tang, Shaoqiang;Lin, Stephen;Wagner, Gregory J.;Liu, Wing Kam | | 2016 |
Linking process, structure, property, and performance for metal-based additive manufacturing: computational approaches with experimental support. Zbl 1382.74140 Smith, Jacob;Xiong, Wei;Yan, Wentao;Lin, Stephen;Cheng, Puikei;Kafka, Orion L.;Wagner, Gregory J.;Cao, Jian;Liu, Wing Kam | | 2016 |
Thermodynamically consistent microstructure prediction of additively manufactured materials. Zbl 1382.74126 Smith, Jacob;Xiong, Wei;Cao, Jian;Liu, Wing Kam | | 2016 |
Differential operator multiplication method for fractional differential equations. Zbl 1400.34013 Tang, Shaoqiang;Ying, Yuping;Lian, Yanping;Lin, Stephen;Yang, Yibo;Wagner, Gregory J.;Liu, Wing Kam | | 2016 |
Mechanics of hybrid polymer composites: analytical and computational study. Zbl 1382.74035 Tavares, Rodrigo P.;Melro, António R.;Bessa, Miguel A.;Turon, Albert;Liu, Wing K.;Camanho, Pedro P. | | 2016 |
Preface: Special issue of Computational Mechanics on “Connecting multiscale mechanics to complex material design”. Zbl 1333.00053
| | 2016 |
A statistical descriptor based volume-integral micromechanics model of heterogeneous material with arbitrary inclusion shape. Zbl 1329.74026 Liu, Zeliang;Moore, John A.;Aldousari, Saad M.;Hedia, Hassan S.;Asiri, Saeed A.;Liu, Wing Kam | | 2015 |
Predicting band structure of 3D mechanical metamaterials with complex geometry via XFEM. Zbl 1334.74100 Zhao, Jifeng;Li, Ying;Liu, Wing Kam | | 2015 |
Multiscale modeling of electron beam and substrate interaction: a new heat source model. Zbl 1329.74077 Yan, Wentao;Smith, Jacob;Ge, Wenjun;Lin, Feng;Liu, Wing Kam | | 2015 |
A semi-numerical algorithm for instability of compressible multilayered structures. Zbl 1329.74289 Tang, Shan;Yang, Yang;Peng, Xiang He;Liu, Wing Kam;Huang, Xiao Xu;Elkhodary, Khalil | | 2015 |
Advancements in multiresolution analysis. Zbl 1352.74411 Moore, John A.;Li, Ying;O’Connor, Devin T.;Stroberg, Wylie;Liu, Wing Kam | | 2015 |
Particle method modeling of nonlocal multiresolution continua. Zbl 1342.76097 Dai, Zili;Bessa, Miguel A.;Li, Shaofan;Liu, Wing Kam | | 2015 |
A meshfree unification: reproducing kernel peridynamics. Zbl 1398.74452 Bessa, M. A.;Foster, J. T.;Belytschko, T.;Liu, Wing Kam | | 2014 |
Nonlinear finite elements for continua and structures. 2nd updated and extended ed. Zbl 1279.74002 Belytschko, Ted;Liu, Wing Kam;Moran, Brian;Elkhodary, Khalil | | 2013 |
Concurrent multiresolution finite element: formulation and algorithmic aspects. Zbl 1398.74410 Tang, Shan;Kopacz, Adrian M.;Chan O’Keeffe, Stephanie;Olson, Gregory B.;Liu, Wing Kam | | 2013 |
Archetype-blending continuum theory. Zbl 1297.74087 Elkhodary, Khalil I.;Steven Greene, M.;Tang, Shan;Belytschko, Ted;Liu, Wing K. | | 2013 |
A generalized uncertainty propagation criterion from benchmark studies of microstructured material systems. Zbl 1297.74011 Greene, M. Steven;Xu, Hongyi;Tang, Shan;Chen, Wei;Liu, Wing Kam | | 2013 |
Two-scale mechanism-based theory of nonlinear viscoelasticity. Zbl 1244.74098 Tang, Shan;Greene, M. Steven;Liu, Wing Kam | | 2012 |
A renormalization approach to model interaction in microstructured solids: application to porous elastomer. Zbl 1253.74071 Tang, Shan;Greene, M. Steven;Liu, Wing Kam | | 2012 |
The immersed molecular finite element method. Zbl 1253.76060 Kopacz, Adrian M.;Patankar, Neelesh A.;Liu, Wing K. | | 2012 |
Characterization of heterogeneous solids via wave methods in computational microelasticity. Zbl 1270.74036 Gonella, Stefano;Greene, M. Steven;Liu, Wing Kam | | 2011 |
Conforming local meshfree method. Zbl 1235.74375 Tian, Rong;To, Albert C.;Liu, Wing Kam | | 2011 |
A domain-reduction approach to bridging-scale simulation of one-dimensional nanostructures. Zbl 1398.74049 Qian, Dong;Phadke, Manas;Karpov, Eduard;Liu, Wing Kam | | 2011 |
Denoising methods for thermomechanical decomposition for quasi-equilibrium molecular dynamics simulations. Zbl 1228.74118 To, Albert C.;Fu, Yao;Liu, Wing Kam | | 2011 |
A level set approach for optimal design of smart energy harvesters. Zbl 1231.74358 Chen, Shikui;Gonella, Stefano;Chen, Wei;Liu, Wing Kam | | 2010 |
Multiscale methods for mechanical science of complex materials: bridging from quantum to stochastic multiresolution continuum. Zbl 1197.74007 Liu, Wing Kam;Qian, Dong;Gonella, Stefano;Li, Shaofan;Chen, Wei;Chirputkar, Shardool | | 2010 |
Computational uncertainty analysis in multiresolution materials via stochastic constitutive theory. Zbl 1225.74008 Greene, M. Steven;Liu, Yu;Chen, Wei;Liu, Wing Kam | | 2010 |
A multiresolution continuum simulation of the ductile fracture process. Zbl 1200.74127 Tian, Rong;Chan, Stephanie;Tang, Shan;Kopacz, Adrian M.;Wang, Jian-Sheng;Jou, Herng-Jeng;Siad, Larbi;Lindgren, Lars-Erik;Olson, Gregory B.;Liu, Wing Kam | | 2010 |
Multiresolution continuum modeling of micro-void assisted dynamic adiabatic shear band propagation. Zbl 1193.74124 Mcveigh, Cahal;Liu, Wing Kam | | 2010 |
On computational issues of immersed finite element methods. Zbl 1158.74049 Wang, X. Sheldon;Zhang, L. T.;Liu, Wing Kam | | 2009 |
Interplay between phononic bandgaps and piezoelectric microstructures for energy harvesting. Zbl 1177.74155 Gonella, Stefano;To, Albert C.;Liu, Wing Kam | | 2009 |
Complexity science of multiscale materials via stochastic computations. Zbl 1176.74058 Liu, Wing Kam;Siad, Larbi;Tian, Rong;Lee, Sanghoon;Lee, Dockjin;Yin, Xiaolei;Chen, Wei;Chan, Stephanie;Olson, Gregory B.;Lindgen, Lars-Erik;Horstemeyer, Mark F.;Chang, Yoon-Suk;Choi, Jae-Boong;Kim, Young Jin | | 2009 |
Multiresolution modeling of ductile reinforced brittle composites. Zbl 1170.74321 McVeigh, Cahal;Liu, Wing Kam | | 2009 |
Multi-length scale micromorphic process zone model. Zbl 1166.74031 Vernerey, Franck;Liu, Wing Kam;Moran, Brian;Olson, Gregory | | 2009 |
Explicit numerical study of softening in porous ductile solids. Zbl 1258.74069 Siad, Larbi;Liu, Wing Kam;Benabbes, Anouar | | 2009 |
Multi-scale solid oxide fuel cell materials modeling. Zbl 1197.74027 Kim, Ji Hoon;Liu, Wing Kam;Lee, Christopher | | 2009 |
Linking microstructure and properties through a predictive multiresolution continuum. Zbl 1159.74311 McVeigh, Cahal;Liu, Wing Kam | | 2008 |
The immersed/fictitious element method for fluid-structure interaction: Volumetric consistency, compressibility and thin members. Zbl 1159.74437 Wang, Hongwu;Chessa, Jack;Liu, Wing K.;Belytschko, Ted | | 2008 |
A micromorphic model for the multiple scale failure of heterogeneous materials. Zbl 1171.74312 Vernerey, Franck J.;Liu, Wing Kam;Moran, Brian;Olson, Gregory | | 2008 |
Predictive multiscale theory for design of heterogeneous materials. Zbl 1304.74016 Liu, Wing Kam;McVeigh, Cahal | | 2008 |
Statistical volume element method for predicting microstructure-constitutive property relations. Zbl 1194.74291 Yin, Xiaolei;Chen, Wei;To, Albert;McVeigh, Cahal;Liu, Wing Kam | | 2008 |
Immersed finite element method for rigid body motions in the incompressible Navier-Stokes flow. Zbl 1158.76352 Lee, Tae-Rin;Chang, Yoon-Suk;Choi, Jae-Boong;Kim, Do Wan;Liu, Wing Kam;Kim, Young-Jin | | 2008 |
Meshfree simulation of failure modes in thin cylinders subjected to combined loads of internal pressure and localized heat. Zbl 1195.74297 Qian, Dong;Eason, Thomas;Li, Shaofan;Liu, Wing Kam | | 2008 |
Concurrent quantum/continuum coupling analysis of nanostructures. Zbl 1159.74304 Qian, Dong;Liu, Wing Kam;Zheng, Qingjin | | 2008 |
Materials integrity in microsystems: a framework for a petascale predictive-science-based multiscale modeling and simulation system. Zbl 1421.74084 To, Albert C.;Liu, Wing Kam;Olson, Gregory B.;Belytschko, Ted;Chen, Wei;Shephard, Mark S.;Chung, Yip-Wah;Ghanem, Roger;Voorhees, Peter W.;Seidman, David N.;Wolverton, Chris;Chen, J. S.;Moran, Brian;Freeman, Arthur J.;Tian, Rong;Luo, Xiaojuan;Lautenschlager, Eric;Challoner, A. Dorian | | 2008 |
A finite temperature continuum theory based on interatomic potential in crystalline solids. Zbl 1239.74005 To, Albert C.;Liu, Wing Kam;Kopacz, Adrian | | 2008 |
Manipulation of nanoparticles and biomolecules by electric field and surface tension. Zbl 1158.76457 Liu, Yaling;Oh, Kieseok;Bai, John G.;Chang, Cheng-Ling;Yeo, Woonhoog;Chung, Jae-Hyun;Lee, Kyong-Hoon;Liu, Wing Kam | | 2008 |
Multiple time scale method for atomistic simulations. Zbl 1257.74178 Medyanik, Sergey N.;Liu, Wing Kam | | 2008 |
Simulation and prediction of endothelial cell adhesion modulated by molecular engineering. Zbl 1158.76455 Kopacz, Adrian Marcin;Liu, Wing Kam;Liu, Shu Q. | | 2008 |
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