(*corresponding, #supervised)

Zhang P*, Karapiperis K, Weeger O, 2025. t-PiNet: A thermodynamics-informed hierarchical learning for discovering constitutive relations of geomaterials. Journal of the Mechanics and Physics of Solids, 197, 106049

Chen XX#, Zhang P*, Yu HS, Yin ZY, Sheil B, 2025. Parsimonious universal function approximator for elastic and elasto-plastic cavity expansion problems, Journal of Geotechnical and Geoenvironmental Engineering-ASCE, (Accepted)

Zhang P, Yin ZY, Sheil B, 2024. A physics-informed data-driven approach for consolidation analysis. Géotechnique, 74(7), 620-631 (☆75th Géotechnique Anniversary Early Career Award)

Zhang P, Yin ZY, Sheil B, 2024. Multifidelity constitutive modeling of stress-induced anisotropic behavior of clay, Journal of Geotechnical and Geoenvironmental Engineering-ASCE, 150(3), 04024003