Personal profile
Research interests
Civil Engineering - Structural modelling
Civil Engineering - Structural engineering
Civil Engineering - Numerical analysis and constitutive models
Related documents
Education/Academic qualification
PhD in Civil and Environmental Engineering, PhD, Princeton University
2022
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 9 Industry, Innovation, and Infrastructure
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Collaborations and top research areas from the last five years
Projects
- 8 Active
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Resolving the toughening mechanisms of fracture-resistant mechanical metamaterials and their inverse design using deep generative models
HUANG, G. (CoI), WEI, X. (CoI), LI, X. (CoI), XUE, T. (PI), MAO, S. (PI) & MAI, Y. W. (CoI)
1/01/26 → 31/12/29
Project: Research
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Resolving the toughening mechanisms of fracture-resistant mechanical metamaterials and their inverse design using deep generative models
HUANG, G. (CoI), WEI, X. (CoI), LI, X. (CoI), XUE, T. (PI), MAO, S. (PI) & MAI, Y. W. (CoI)
1/01/26 → 31/12/29
Project: Research
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Disaster reconstruction of debris flow for rapid rescue of buried objects using differentiable physics-guided machine learning
XUE, T. (CoPI)
30/06/25 → 29/06/28
Project: Research
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Living Building Material-Based Extra-Terrestrial Construction Technology for Resource-Starved and Extremely Harsh Environments
QIU, J. (PI), XUE, T. (CoPI), ZHAO, J. (CoPI), SUN, F. (CoPI) & WENG, Y. (CoPI)
RGC - Collaborative Research Fund
30/06/25 → 31/03/27
Project: Research
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DeepFEM: A GPU-Accelerated Finite Element Modeling and Simulation Toolkit for Products of AI for Science
XUE, T. (PI), LIU, S. (Team member), MAO, S. (CoI), YANG, K. (Team member) & ZHANG, L. (Team member)
Innovation and Technology Commission, Beijing DP Technology Co., Ltd
1/06/25 → 30/11/26
Project: Research
Research output
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A differentiable material point method solver for the modeling, simulation and analysis of extrusion-flow process for 3D concrete printing
Zhang, W., Liu, C., Weng, Y., Xue, T. & Zhao, J., 5 Mar 2026, In: Additive Manufacturing. 119, 14 p., 105126.Research output: Contribution to journal › Journal Article › peer-review
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Lattice Discrete Particle Model (LDPM): Comparison of Various Time Integration Solvers and Implementations
Lale, E., Eliáš, J., Yu, K., Troemner, M., Středulová, M., Khoury, J., Xue, T., Koutromanos, I., Fascetti, A., Ayhan, B., Chen, B., Luzio, G. D., Lyu, Y., Pathirage, M., Pijaudier-Cabot, G., Shen, L., Tasora, A., Yang, L., Zhong, J. & Cusatis, G., 9 Mar 2026, (E-pub ahead of print) In: International Journal for Numerical and Analytical Methods in Geomechanics. 21 p.Research output: Contribution to journal › Journal Article › peer-review
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AI-enabled manufacturing process discovery
Quispe, D., Kozjek, D., Mozaffar, M., Xue, T. & Cao, J., 1 Feb 2025, In: PNAS Nexus. 4, 2, pgaf054.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
Efficient GPU-computing simulation platform JAX-CPFEM for differentiable crystal plasticity finite element method
Hu, F., Niezgoda, S., Xue, T. & Cao, J., 22 Feb 2025, In: npj Computational Materials. 11, 1, 46.Research output: Contribution to journal › Journal Article › peer-review
Open Access3 Link opens in a new tab Citations (Scopus) -
Multi-scale modeling of hydrogel-based concrete formed under the ambient environment and the extremely harsh environment of Mars
Liu, N., Xue, T. & Qiu, J., Mar 2025, In: Journal of the Mechanics and Physics of Solids. 196, 105969.Research output: Contribution to journal › Journal Article › peer-review
1 Link opens in a new tab Citation (Scopus)
Activities
- 2 Invited
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Differentiable Programming for Solving Nonlinear Inverse Problems
XUE, T. (Invited speaker)
9 Dec 2025Activity: Talk or presentation › Invited
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JAX-FEM: Differentiable Finite Element Solver
XUE, T. (Invited speaker)
8 Jul 2025Activity: Talk or presentation › Invited
Awards
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AM Bench 2025 Challenge
DONG, D. (Recipient), LIAO, S. (Recipient) & XUE, T. (Recipient), 2025
Prize: Other Research Award and Prize