Zeliang Liu
Zeliang Liu
Research Scientist, Livermore Software Technology; Ph.D., Northwestern University
Verified email at ansys.com - Homepage
Title
Cited by
Cited by
Year
A framework for data-driven analysis of materials under uncertainty: Countering the curse of dimensionality
MA Bessa, R Bostanabad, Z Liu, A Hu, DW Apley, C Brinson, W Chen, ...
Computer Methods in Applied Mechanics and Engineering 320, 633-667, 2017
1382017
Self-consistent clustering analysis: an efficient multi-scale scheme for inelastic heterogeneous materials
Z Liu, MA Bessa, WK Liu
Computer Methods in Applied Mechanics and Engineering 306, 319-341, 2016
992016
Data-driven multi-scale multi-physics models to derive process–structure–property relationships for additive manufacturing
W Yan, S Lin, OL Kafka, Y Lian, C Yu, Z Liu, J Yan, S Wolff, H Wu, ...
Computational Mechanics 61 (5), 521-541, 2018
452018
Microstructural material database for self-consistent clustering analysis of elastoplastic strain softening materials
Z Liu, M Fleming, WK Liu
Computer Methods in Applied Mechanics and Engineering 330, 547-577, 2018
382018
An integrated process–structure–property modeling framework for additive manufacturing
W Yan, Y Lian, C Yu, OL Kafka, Z Liu, WK Liu, GJ Wagner
Computer Methods in Applied Mechanics and Engineering 339, 184-204, 2018
272018
A statistical descriptor based volume-integral micromechanics model of heterogeneous material with arbitrary inclusion shape
Z Liu, JA Moore, SM Aldousari, HS Hedia, SA Asiri, WK Liu
Computational Mechanics 55 (5), 963-981, 2015
242015
A deep material network for multiscale topology learning and accelerated nonlinear modeling of heterogeneous materials
Z Liu, CT Wu, M Koishi
Computer Methods in Applied Mechanics and Engineering 345, 1138-1168, 2019
232019
Data-driven self-consistent clustering analysis of heterogeneous materials with crystal plasticity
Z Liu, OL Kafka, C Yu, WK Liu
Advances in computational plasticity, 221-242, 2018
222018
Modeling process-structure-property relationships for additive manufacturing
W Yan, S Lin, OL Kafka, C Yu, Z Liu, Y Lian, S Wolff, J Cao, GJ Wagner, ...
Frontiers of Mechanical Engineering 13 (4), 482-492, 2018
212018
An extended micromechanics method for probing interphase properties in polymer nanocomposites
Z Liu, JA Moore, WK Liu
Journal of the Mechanics and Physics of Solids 95, 663-680, 2016
212016
Data-driven mechanistic modeling of influence of microstructure on high-cycle fatigue life of nickel titanium
OL Kafka, C Yu, M Shakoor, Z Liu, GJ Wagner, WK Liu
JOM 70 (7), 1154-1158, 2018
112018
Exploring the 3d architectures of deep material network in data-driven multiscale mechanics
Z Liu, CT Wu
Journal of the Mechanics and Physics of Solids 127, 20-46, 2019
72019
A stable and convergent Lagrangian particle method with multiple nodal stress points for large strain and material failure analyses in manufacturing processes
CT Wu, Y Wu, Z Liu, D Wang
Finite Elements in Analysis and Design 146, 96-106, 2018
52018
Multiscale modeling of carbon fiber reinforced polymer (CFRP) for integrated computational materials engineering process
J Gao, B Liang, W Zhang, Z Liu, P Cheng, R Bostanabad, J Cao, W Chen, ...
Ford Motor Company, 2017
52017
Modular-based multiscale modeling on viscoelasticity of polymer nanocomposites
Y Li, Z Liu, Z Jia, WK Liu, SM Aldousari, HS Hedia, SA Asiri
Computational Mechanics 59 (2), 187-201, 2017
52017
Reduced-order homogenization of heterogeneous material systems: from viscoelasticity to nonlinear elasto-plastic softening material
Z Liu
Northwestern University, 2017
32017
Transfer learning of deep material network for seamless structure–property predictions
Z Liu, CT Wu, M Koishi
Computational Mechanics 64 (2), 451-465, 2019
22019
Linking process, structure, and property in additive manufacturing applications through advanced materials modelling
WK Liu, P Cheng, OL Kafka, W Xiong, Z Liu, Y Wentao, J Smith
COMPLAS XIII: proceedings of the XIII International Conference on …, 2015
22015
Deep material network with cohesive layers: Multi-stage training and interfacial failure analysis
Z Liu
Computer Methods in Applied Mechanics and Engineering 363, 112913, 2020
12020
Multiscale Simulations of Material with Heterogeneous Structures Based on Representative Volume Element Techniques
Z Liu, CT Wu, B Ren, WK Liu, R Grimes
15th International LS-DYNA Users Conference, 2018
12018
The system can't perform the operation now. Try again later.
Articles 1–20