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Xin (Jeffrey) Liu
Xin (Jeffrey) Liu
PhD, Assistant Professor, University of Texas at Arlington
Bestätigte E-Mail-Adresse bei uta.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
A review of artificial neural networks in the constitutive modeling of composite materials
X Liu, S Tian, F Tao, W Yu
Composites Part B: Engineering 224, 109152, 2021
2042021
Two-step homogenization of textile composites using mechanics of structure genome
X Liu, K Rouf, B Peng, W Yu
Composite Structures 171 (1), 252-262, 2017
1252017
A novel approach to analyze beam-like composite structures using mechanics of structure genome
X Liu, W Yu
Advances in Engineering Software 100, 238–251, 2016
632016
Initial failure strength prediction of woven composites using a new yarn failure criterion constructed by deep learning
X Liu, F Gasco, J Goodsell, W Yu
Composite Structures 230, 111505, 2019
582019
Multiscale structural analysis of textile composites using mechanics of structure genome
K Rouf, X Liu, W Yu
International Journal of Solids and Structures 136, 89-102, 2018
562018
Multiscale modeling of viscoelastic behaviors of textile composites
X Liu, T Tang, W Yu, RB Pipes
International Journal of Engineering Science 130, 175-186, 2018
552018
A neural network enhanced system for learning nonlinear constitutive law and failure initiation criterion of composites using indirectly measurable data
X Liu, F Tao, W Yu
Composite Structures 252, 112658, 2020
482020
Learning nonlinear constitutive laws using neural network models based on indirectly measurable data
X Liu, F Tao, H Du, W Yu, K Xu
Journal of Applied Mechanics 87 (8), 081003, 2020
392020
A unified approach for thermoelastic constitutive modeling of composite structures
X Liu, W Yu, F Gasco, J Goodsell
Composites Part B: Engineering 172, 649-659, 2019
382019
Learning composite constitutive laws via coupling Abaqus and deep neural network
F Tao, X Liu, H Du, W Yu
Composite Structures 272, 114137, 2021
312021
Physics-informed artificial neural network approach for axial compression buckling analysis of thin-walled cylinder
F Tao, X Liu, H Du, W Yu
AIAA Journal 58 (6), 2737-2747, 2020
242020
Multiscale analysis of woven composite structures in MSC.Nastran
X Liu, F Gasco, W Yu, J Goodsell, K Rouf
Advances in Engineering Software 135, 102677, 2019
202019
Constitutive modeling for time-and temperature-dependent behavior of composites
O Rique, X Liu, W Yu, RB Pipes
Composites Part B: Engineering 184, 107726, 2020
192020
Finite element coupled positive definite deep neural networks mechanics system for constitutive modeling of composites
F Tao, X Liu, H Du, W Yu
Computer Methods in Applied Mechanics and Engineering 391, 114548, 2022
162022
Real-time multiscale prediction of structural performance in material extrusion additive manufacturing
X Liu, C Kan, Z Ye
Additive Manufacturing 49, 102503, 2022
142022
Multiscale modeling of the effective thermal conductivity of 2D woven composites by mechanics of structure genome and neural networks
X Liu, B Peng, W Yu
International Journal of Heat and Mass Transfer 179, 121673, 2021
122021
Multiscale analysis of multilayer printed circuit board using mechanics of structure genome
F Tao, X Lyu, X Liu, W Yu
Mechanics of Advanced Materials and Structures 28 (8), 774-783, 2021
122021
How machine learning can help the design and analysis of composite materials and structures?
X Liu, S Tian, F Tao, H Du, W Yu
arXiv preprint arXiv:2010.09438, 2020
112020
Discover failure criteria of composites from experimental data by sparse regression
F Tao, X Liu, H Du, S Tian, W Yu
Composites Part B: Engineering 239, 109947, 2022
92022
SwiftComp
W Yu, X Liu
https://cdmhub.org/resources/scstandard, 2015
82015
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