Scholar
Tianju Xue
Google Scholar ID: F2g2u0wAAAAJ
Assistant Professor at HKUST
Computational Mechanics
Additive Manufacturing
Machine Learning
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Citations & Impact
All-time
Citations
893
H-index
16
i10-index
19
Publications
20
Co-authors
23
list available
Contact
No contact links provided.
Publications
6 items
Physics-guided diffusion models for inverse design of disordered metamaterials
2026
Cited
0
Lattice Discrete Particle Model (LDPM): Comparison of Various Time Integration Solvers and Implementations
2026
Cited
0
Style-constrained inverse design of microstructures with tailored mechanical properties using unconditional diffusion models
arXiv.org · 2026
Cited
0
Solving contact problems using Fiber Monte Carlo
2025
Cited
0
Implicit differentiation with second-order derivatives and benchmarks in finite-element-based differentiable physics
2025
Cited
0
DiffLiB: High-fidelity differentiable modeling of lithium-ion batteries and efficient gradient-based parameter identification
2025
Cited
0
Resume (English only)
Background
Research focuses on the intersection of classical numerical simulations and cutting-edge machine learning techniques
Aims to explore new methods in computational mechanics within the context of scientific machine learning
Seeks to revolutionize modeling, simulation, and optimization of complex engineering systems
Committed to advancing the accuracy, efficiency, and scalability of scientific computing methods
Has particular interest in additive manufacturing, topology optimization, and mechanical meta-materials
Co-authors
23 total
Jian Cao
Northwestern University
Co-author 2
Sigrid Adriaenssens
Princeton University
Co-author 4
Ryan P. Adams
Princeton University
Co-author 6
Zhengtao Gan
Assistant Professor, Arizona State University
Co-author 8
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