Edit Profile (opens in new tab) Liu, Zeliang Co-Author Distance Author ID: liu.zeliang Published as: Liu, Zeliang; Liu, Z. Documents Indexed: 19 Publications since 2007 Co-Authors: 30 Co-Authors with 11 Joint Publications 732 Co-Co-Authors all top 5 Co-Authors 2 single-authored 8 Liu, Wing Kam 3 Kafka, Orion L. 3 Yu, Cheng 2 Bessa, Miguel A. 2 Chen, Wei 2 Lian, Yanping 2 Wagner, Gregory J. 2 Yan, Jinhui 2 Yan, Wentao 1 Aldousari, Saad M. 1 Apley, Daniel W. 1 Asiri, Saeed A. 1 Bostanabad, Ramin 1 Brinson, C. 1 Cao, Jian 1 Ehmann, Kornel 1 Fan, Changzeng 1 Fleming, Mark 1 Gao, Jiaying 1 Hedia, Hassan S. 1 Huang, Tianyu 1 Li, Huijian 1 Lin, Stephen Ching-Feng 1 Luo, Wei 1 Moore, John A. 1 Mozaffar, Mojtaba 1 Ndip-Agbor, Ebot 1 Shakoor, Modesar 1 Wolff, Sarah 1 Zhu, Qiming all top 5 Serials 8 Computer Methods in Applied Mechanics and Engineering 4 Computational Mechanics 1 Modern Physics Letters B 1 International Journal of Modern Physics B 1 Journal of the Mechanics and Physics of Solids 1 Physics Letters. A 1 European Journal of Mechanics. A. Solids all top 5 Fields 16 Mechanics of deformable solids (74-XX) 4 Statistical mechanics, structure of matter (82-XX) 3 Numerical analysis (65-XX) 2 Computer science (68-XX) 1 Partial differential equations (35-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Fluid mechanics (76-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 15 Publications have been cited 463 times in 238 Documents Cited by ▼ Year ▼ Self-consistent clustering analysis: an efficient multi-scale scheme for inelastic heterogeneous materials. Zbl 1436.74070 Liu, Zeliang; Bessa, M. A.; Liu, Wing Kam 108 2016 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 96 2017 A deep material network for multiscale topology learning and accelerated nonlinear modeling of heterogeneous materials. Zbl 1440.74340 Liu, Zeliang; Wu, C. T.; Koishi, M. 60 2019 Microstructural material database for self-consistent clustering analysis of elastoplastic strain softening materials. Zbl 1439.74063 Liu, Zeliang; Fleming, Mark; Liu, Wing Kam 52 2018 Exploring the 3D architectures of deep material network in data-driven multiscale mechanics. Zbl 1477.74006 Liu, Zeliang; Wu, C. T. 30 2019 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 24 2018 Machine learning for metal additive manufacturing: predicting temperature and melt pool fluid dynamics using physics-informed neural networks. Zbl 07360521 Zhu, Qiming; Liu, Zeliang; Yan, Jinhui 21 2021 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 21 2018 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 14 2015 Deep material network with cohesive layers: multi-stage training and interfacial failure analysis. Zbl 1436.74015 Liu, Zeliang 12 2020 Transfer learning of deep material network for seamless structure-property predictions. Zbl 1468.74087 Liu, Zeliang; Wu, C. T.; Koishi, M. 11 2019 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. 5 2018 Cell division in deep material networks applied to multiscale strain localization modeling. Zbl 1506.74236 Liu, Zeliang 4 2021 Microstructure-guided deep material network for rapid nonlinear material modeling and uncertainty quantification. Zbl 1507.74256 Huang, Tianyu; Liu, Zeliang; Wu, C. T.; Chen, Wei 3 2022 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 2 2019 Microstructure-guided deep material network for rapid nonlinear material modeling and uncertainty quantification. Zbl 1507.74256 Huang, Tianyu; Liu, Zeliang; Wu, C. T.; Chen, Wei 3 2022 Machine learning for metal additive manufacturing: predicting temperature and melt pool fluid dynamics using physics-informed neural networks. Zbl 07360521 Zhu, Qiming; Liu, Zeliang; Yan, Jinhui 21 2021 Cell division in deep material networks applied to multiscale strain localization modeling. Zbl 1506.74236 Liu, Zeliang 4 2021 Deep material network with cohesive layers: multi-stage training and interfacial failure analysis. Zbl 1436.74015 Liu, Zeliang 12 2020 A deep material network for multiscale topology learning and accelerated nonlinear modeling of heterogeneous materials. Zbl 1440.74340 Liu, Zeliang; Wu, C. T.; Koishi, M. 60 2019 Exploring the 3D architectures of deep material network in data-driven multiscale mechanics. Zbl 1477.74006 Liu, Zeliang; Wu, C. T. 30 2019 Transfer learning of deep material network for seamless structure-property predictions. Zbl 1468.74087 Liu, Zeliang; Wu, C. T.; Koishi, M. 11 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 2 2019 Microstructural material database for self-consistent clustering analysis of elastoplastic strain softening materials. Zbl 1439.74063 Liu, Zeliang; Fleming, Mark; Liu, Wing Kam 52 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 24 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 21 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. 5 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 96 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 108 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 14 2015 all cited Publications top 5 cited Publications all top 5 Cited by 563 Authors 25 Liu, Wing Kam 12 Liu, Zeliang 8 Guo, Xu 8 Noels, Ludovic 8 Takizawa, Kenji 8 Tang, Shan 8 Tezduyar, Tayfun E. 7 Gao, Jiaying 7 Kafka, Orion L. 7 Sun, WaiChing 7 Yang, Hang 7 Yu, Cheng 6 Kuraishi, Takashi 6 Nguyen, Van-Dung 6 Wu, Ling 5 Cao, Jian 5 Cheng, Gengdong 5 Kästner, Markus 5 Nie, Yinghao 5 Rocha, I. B. C. M. 5 Saha, Sourav 5 Schneider, Matti 5 Tang, Shaoqiang 5 van der Meer, Frans P. 5 Wagner, Gregory J. 5 Yan, Jinhui 4 Bessa, Miguel A. 4 Bostanabad, Ramin 4 Fuhg, Jan Niklas 4 Kalina, Karl A. 4 Kerfriden, Pierre 4 Li, Hengyang 4 Lian, Yanping 4 Qiu, Hai 4 Wang, Kun 4 Yan, Wentao 4 Zhu, Qiming 3 Böhlke, Thomas 3 Bouklas, Nikolaos 3 Brummund, Jörg 3 Chen, Jiun-Shyan 3 Chen, Wei 3 Cheng, Lin 3 Chinesta, Francisco 3 Cueto, Elias 3 Cui, Junzhi 3 Dong, Hao 3 Ehmann, Kornel 3 Fang, Daining 3 Fleming, Mark 3 Gajek, Sebastian 3 Garikipati, Krishna 3 Guo, Jiachen 3 Ladevèze, Pierre 3 Li, Shaofan 3 Li, Ying 3 Mojumder, Satyajit 3 Reese, Stefanie 3 Wriggers, Peter 3 Zhang, Lei 3 Zhang, Xiang 3 Zhu, Xi 2 Aguado, Jose Vicente 2 Andrä, Heiko 2 Andrade Pires, Francisco M. 2 Apelian, Diran 2 Apley, Daniel W. 2 Bartel, Thorsten 2 Blal, Nawfal 2 Bordas, Stéphane Pierre Alain 2 Borzacchiello, Domenico 2 Brandyberry, David R. 2 Cavaliere, Fabiola 2 Constantinescu, Andrei 2 Crespo, José Luis 2 Darve, Eric 2 Deng, Shiguang 2 Du, Qiang 2 Elkhodary, Khalil I. 2 Ferreira, Bernardo P. 2 Geng, Luchao 2 Gerbaud, Paul-William 2 Geubelle, Philippe H. 2 Gravouil, Anthony 2 Guo, Theron 2 He, Chunwang 2 He, Qizhi 2 He, Xiaolong 2 Herath, Sumudu 2 Hillgärtner, Markus 2 Huang, Daniel Zhengyu 2 Huang, Owen 2 Itskov, Mikhail 2 Ju, Xiaozhe 2 Khristenko, Ustim 2 Köbler, Jonathan 2 Le Tallec, Patrick 2 Li, Xiang 2 Li, Xikui 2 Li, Zheng ...and 463 more Authors all top 5 Cited in 21 Serials 107 Computer Methods in Applied Mechanics and Engineering 74 Computational Mechanics 11 International Journal for Numerical Methods in Engineering 10 European Journal of Mechanics. A. Solids 8 Journal of Computational Physics 4 Acta Mechanica 3 M\(^3\)AS. Mathematical Models & Methods in Applied Sciences 2 Computer Physics Communications 2 International Journal of Engineering Science 2 Journal of the Mechanics and Physics of Solids 2 Multiscale Modeling & Simulation 2 GAMM-Mitteilungen 1 Archives of Mechanics 1 Journal of Scientific Computing 1 Neural Networks 1 Japan Journal of Industrial and Applied Mathematics 1 Applied Mathematical Modelling 1 Engineering Analysis with Boundary Elements 1 Mathematics and Mechanics of Solids 1 International Journal of Computational Methods 1 Journal of Computational Physics: X all top 5 Cited in 19 Fields 206 Mechanics of deformable solids (74-XX) 55 Numerical analysis (65-XX) 52 Computer science (68-XX) 18 Fluid mechanics (76-XX) 13 Biology and other natural sciences (92-XX) 7 Classical thermodynamics, heat transfer (80-XX) 6 Partial differential equations (35-XX) 5 Statistics (62-XX) 4 Statistical mechanics, structure of matter (82-XX) 3 Optics, electromagnetic theory (78-XX) 3 Geophysics (86-XX) 2 Probability theory and stochastic processes (60-XX) 2 Systems theory; control (93-XX) 1 General and overarching topics; collections (00-XX) 1 Combinatorics (05-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Operations research, mathematical programming (90-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year