2025
Wang, Y., Bai, J., Eshaghi, M. S., Anitescu, C., Zhuang, X., Rabczuk, T., & Liu, Y. (2025). Transfer Learning in Physics-Informed Neurals Networks: Full Fine-Tuning, Lightweight Fine-Tuning, and Low-Rank Adaptation. International Journal of Mechanical System Dynamics, 5(2), 212-235. https://doi.org/10.1002/msd2.70030
You, S., Liao, Q., Ling, F., Lei, G., Li, G., Tian, S., Sheng, M., Wang, T., Xue, L., Liu, X., Patil, S., & Zhuang, X. (2025). Pore-Scale Simulation for Fluid Flow in Digital Rocks Based on Decoupled Stokes Equation. SPE journal, 30(9), 5204-5224. https://doi.org/10.2118/228412-PA
Zhang, R., Javvaji, B., Rabczuk, T., & Zhuang, X. (2025). Flexoelectricity of largely deformed graphene crumple nano sheet subject to hydrostatic pressure. Journal of applied physics, 138(6), Article 064302. https://doi.org/10.1063/5.0267922
Zhang, Q., Valizadeh, N., Liu, M., Zhuang, X., & Mortazavi, B. (2025). Hierarchical multiscale fracture modeling of carbon-nitride nanosheet reinforced composites by combining cohesive phase-field and molecular dynamics. Composite Structures, 358, Article 118942. https://doi.org/10.1016/j.compstruct.2025.118942, https://doi.org/10.48550/arXiv.2411.14492
Zhang, R., Javvaji, B., Zhan, H., Xia, M., He, M., Fu, X., & Zhuang, X. (2025). Molecular dynamics simulation of tensile deformation mechanisms in nanocrystalline TWIP steel. Journal of Micromechanics and Molecular Physics, 10(1), 1-10. https://doi.org/10.1142/S2424913025500018
Zhang, P., Kai, M. F., Zhuang, X. Y., & Dai, J. G. (2025). Multi-scale hygro-thermo-mechanical simulation of concrete drying shrinkage damage. International Journal of Mechanical Sciences, 301, Article 110546. https://doi.org/10.1016/j.ijmecsci.2025.110546
Zhuang, X., Tran, T. V., Nguyen-Xuan, H., & Rabczuk, T. (2025). Deep learning-based post-earthquake structural damage level recognition. Computers and Structures, 315, Article 107761. https://doi.org/10.1016/j.compstruc.2025.107761
Zhuang, X., Liu, Y., Hu, Y., Guo, H., & Nguyen, B. H. (2025). Prediction of rock fracture pressure in hydraulic fracturing with interpretable machine learning and mechanical specific energy theory. Rock Mechanics Bulletin, 4(2), Article 100173. https://doi.org/10.1016/j.rockmb.2024.100173
Zhuang, X., Li, B., Nanthakumar, S. S., & Böhlke, T. (2025). Second-order computational homogenization of flexoelectric composites. International Journal for Numerical Methods in Engineering, 126(1), Article e7598. https://doi.org/10.48550/arXiv.2312.05556, https://doi.org/10.1002/nme.7598
2024
Cai, R., Jin, Y., Djafari-Rouhani, B., Zhou, S., Chen, P., Rabczuk, T., Zhu, H., & Zhuang, X. (2024). Attenuation of Rayleigh and pseudo surface waves in saturated soil by seismic metamaterials. Computers and geotechnics, 165, Article 105854. https://doi.org/10.1016/j.compgeo.2023.105854
Funding
