Tianju Xue

Hybrid thermal modeling of additive manufacturing processes using physics-informed neural networks for temperature prediction and parameter identification

Shuheng Liao, Tianju Xue, Jihoon Jeong et al. · Computational Mechanics · 2023 · 134 citations

Engineering, Manufacturing Engineering, Mechanical Engineering +17

Additive friction stir deposition of metallic materials: Process, structure and properties

Jiayun Shao, Arash Samaei, Tianju Xue et al. · Materials & Design · 2023 · 128 citations · Full text

Engineering, Manufacturing Engineering, Materials Engineering +16

Machine learning generative models for automatic design of multi-material 3D printed composite solids

Tianju Xue, Thomas J. Wallin, Yiğit Mengüç et al. · Extreme Mechanics Letters · 2020 · 109 citations

Architecture, Materials Engineering, Materials Science +17

JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science

Tianju Xue, Shuheng Liao, Zhengtao Gan et al. · Computer Physics Communications · 2023 · 97 citations

Computing, Computational Engineering, High-performance Computing +15

Physics-embedded graph network for accelerating phase-field simulation of microstructure evolution in additive manufacturing

Tianju Xue, Zhengtao Gan, Shuheng Liao et al. · npj Computational Materials · 2022 · 74 citations · Full text

Engineering, Materials Engineering, Materials Science +17