Journal paper:
2020:
- Liu, X., Tao, F. and Yu, W., 2020. A neural network enhanced system for learning nonlinear constitutive law and failure initiation criterion of composites using indirectly measurable data, Composite Structures, accepted. DOI: 10.1016/j.compstruct.2020.112658
- Liu, X., Tao, F., Du, H., Yu, W. and Xu. K., 2020. Learning nonlinear constitutive laws using neural network models based on indirectly measurable data, Journal of Applied Mechanics, 87(8). DOI:10.1115/1.4047034
- Tao, F., Liu, X., Du, H. and Yu, W., 2020. The physics-informed artificial neural network approach for axial compression buckling analysis of thin-walled cylinder, AIAA Journal, available online. DOI: 10.2514/1.J058765
- Rique, O., Liu, X., Yu, W. and Pipes, B., 2020. Constitutive modeling for time-and temperature-dependent behavior of composites. Composites Part B: Engineering, 184, p.107726. DOI: 10.1016/j.compositesb.2019.107726
2019:
- Liu, X., Gasco, F., Goodsell, J. and Yu, W., 2019. Initial failure strength prediction of woven composites using a new yarn failure criterion constructed by deep learning. Composite Structures, 230, p.111505. DOI: 10.1016/j.compstruct.2019.111505
- Liu, X., Gasco, F., Yu, W., Goodsell, J. and Rouf, K., 2019. Multiscale analysis of woven composite structures in MSC. Nastran. Advances in Engineering Software, 135, p.102677. DOI: 10.1016/j.advengsoft.2019.04.008
- Liu, X., Yu, W., Gasco, F. and Goodsell, J., 2019. A unified approach for thermoelastic constitutive modeling of composite structures. Composites Part B: Engineering, 172, pp.649-659. DOI: 10.1016/j.compositesb.2019.05.083
- Tao, F., Lyu, X., Liu, X. and Yu, W., 2019. Multiscale analysis of multilayer printed circuit board using mechanics of structure genome. Mechanics of Advanced Materials and Structures, pp.1-10. DOI: 10.1080/15376494.2019.1596335
2018:
- Liu, X., Tang, T., Yu, W. and Pipes, R.B., 2018. Multiscale modeling of viscoelastic behaviors of textile composites. International Journal of Engineering Science, 130, pp.175-186. DOI: 10.1016/j.ijengsci.2018.06.003
- Rouf, K.; Liu, X; Yu, W. Multiscale structural analysis of textile composites using mechanics of structure genome, International Journal of Solids and Structures, vol. 136, 2018, pp. 89-102. DOI: 10.1016/j.ijsolstr.2017.12.005
2017:
- Liu, X., Rouf, K., Peng, B. and Yu, W., 2017. Two-step homogenization of textile composites using mechanics of structure genome. Composite Structures, 171, pp.252-262. DOI: 10.1016/j.compstruct.2017.03.029
2016:
- Liu, X. and Yu, W., 2016. A novel approach to analyze beam-like composite structures using mechanics of structure genome. Advances in Engineering Software, 100, pp.238-251. DOI: 10.1016/j.advengsoft.2016.08.003
Before 2016:
- Liu, X; Liu, W; Wang, S; Xu, F and Han, J. Recent development on theoretical models of sulfate attack on concrete, Materials Review, vol. 28(13), 2014, pp. 89-95. (in Chinese)
- Liu, X.; Liu, W.; Miao, Q.; Wang, S. and Du D. Experimental study on seismic performance of the substructure of isolated masonry with added story after stiffness degeneration, Engineering Mechanics, vol. 30(9), 2013, pp. 117-124. (In Chinese)
- Liu, X.; Liu, W.; Wang, S. and Du D. Combined application of different elastic-plastic software on performance-based seismic analysis of tall building structures beyond code-specification, Journal of Building Structure, vol. 34(11), 2013, pp. 10-17. (In Chinese)
- Liu, X; Liu, W; Wang, S and Du, D. Construction simulation of high-rise mixed structure based on model analysis, Building Structure, vol. 34(5), 2013, pp. 18-22. (in Chinese)
- Liu, W; Liu, X; Wang, S and Du, D. The influence of concrete cracks random distribution of underground structure on sulfate diffusion, Journal of Southwest Jiaotong University, vol. 48(6), 2013, pp. 60-65. (in Chinese)
- Liu, X.; Liu, W.; Wang, S. and Du D. Shaking table test of damping ratio of strengthening-adding-story isolation structures, Journal of Southeast University, vol. 43(6), 2012, pp. 1151-1156. (In Chinese)
Conference paper:
- Liu, X., Tao, F. and Yu, W., 2020. A neural network enhanced system for learning nonlinear constitutive relation of fiber reinforced composites. In AIAA Scitech 2020 Forum (p. 0396).
- Tao, F., Liu, X., Du, H. and Yu, W., 2020. Physics-informed artificial neural network approach for axial compression buckling analysis of thin-walled cylinder. In AIAA Scitech 2020 Forum (p. 0398).
- Liu, X., Gasco, F. and Yu, W., 2019. Multiscale Initial Failure Analysis of Textile Composite Structures Using Mechanics of Structure Genome in MSC. Nastran. In AIAA Scitech 2019 Forum (p. 0693).
- Liu, X., Gasco, F., Goodsell, J. and Yu, W., 2018. Powering NASTRAN with SwiftComp for Multiscale Modeling of Composites. In Proceedings of the American Society for Composites—Thirty-third Technical Conference.
- Liu, X. and Yu, W., 2018. Multiscale Modeling of Viscoelastic Behaviors of Textile Composites Using Mechanics of Structure Genome. In 2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference (p. 0899).