Projects per year
Personal profile
Research interests
Civil Engineering - Computer aided engineering
Civil Engineering - Structural modelling
Civil Engineering - Structural engineering
Civil Engineering - Numerical analysis and constitutive models
Civil Engineering - Structural modelling
Civil Engineering - Structural engineering
Civil Engineering - Numerical analysis and constitutive models
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):
Related documents
Education/Academic qualification
PhD in Civil and Environmental Engineering, PhD, Princeton University
2022
Fingerprint
Dive into the research topics where Tianju XUE is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 7 Active
-
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
-
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
-
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)
30/06/25 → 29/06/26
Project: Research
-
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
-
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., Dec 2025, In: npj Computational Materials. 11, 1, 46.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
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 Citation (Scopus) -
Accelerating phase-field simulation of three-dimensional microstructure evolution in laser powder bed fusion with composable machine learning predictions
Choi, J. Y., Xue, T., Liao, S. & Cao, J., 5 Jan 2024, In: Additive Manufacturing. 79, 103938.Research output: Contribution to journal › Journal Article › peer-review
Open Access34 Citations (Scopus) -
Artificial intelligence in metal forming
Cao, J., Bambach, M., Merklein, M., Mozaffar, M. & Xue, T., Jan 2024, In: CIRP Annals - Manufacturing Technology. 73, 2, p. 561-587 27 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access31 Citations (Scopus)