Publications

Publications


2024

[24] J. Cao, M. Bambach, M. Merklein, M. Mozaffar, T. Xue (2024), Artificial intelligence in metal forming, CIRP Annals 

[23] S. Liao, T. Xue, J. Cao (2024) Deep learning based reconstruction of transient 3D melt pool geometries in laser powder bed fusion from coaxial melt pool images, Manufacturing Letters

[22] X. Wu, T. Xue, S. Mao (2024) G-code Net: Learning-based rational design and optimization for additively manufactured structures, MRS Communications

[21] J. Choi, T. Xue, S. Liao, J. Cao (2024), Accelerating phase-field simulation of three-dimensional microstructure evolution in laser powder bed fusion with composable machine learning predictions, Additive Manufacturing

2023

[20] X. Sun, G. Roeder, T. Xue, R. P. Adams, S. Rusinkiewicz (2023) More Stiffness with Less Fiber: End-to-End Fiber Path Optimization for 3D-Printed Composites, Proceedings of the 8th ACM Symposium on Computational Fabrication

[19] J. Shao, A. Samaei, T. Xue, X. Xie, S. Guo, J. Cao, E. MacDonald, Z. Gan (2023) Additive friction stir deposition of metallic materials: process, structure and properties, Materials & Design

Before HKUST

[18] T. Xue, S. Liao, Z. Gan, C. Park, X. Xie, W. K. Liu, J. Cao (2023) JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science, Computer Physics Communications

[17] C. Park, Y. Lu, S. Saha, T. Xue, J. Guo, S. Mojumder, D. W.Apley, G. J. Wagner, W. K. Liu (2023) Convolution Hierarchical Deep-learning Neural Network (C-HiDeNN) with Graphics Processing Unit (GPU) Acceleration, Computational Mechanics

[16] S. Liao, J. Jeong, R. Zha, T. Xue, J. Cao (2023) Simulation-guided feedforward-feedback control of melt pool temperature in directed energy deposition, CIRP Annals

[15] S. Liao, T. Xue, J. Jeong, S. Webster, K. Ehmann, J. Cao (2023) Hybrid full-field thermal characterization of additive manufacturing processes using physics-informed neural networks with data, Computational Mechanics

[14] M. Mozaffar, S. Liao, J. Jeong, T. Xue, J. Cao (2023) Differentiable simulation for material thermal response design in additive manufacturing processes, Additive Manufacturing

[13] T. Xue, S. Adriaenssens, S. Mao (2023) Learning the nonlinear dynamics of soft mechanical metamaterials with graph networks, International Journal of Mechanical Sciences

[12] T. Xue, Z. Gan, S. Liao, J. Cao (2022) Physics-embedded graph network for accelerating phase-field simulation of microstructure evolution in additive manufacturing, npj Computational Materials

[11] T. Xue, S. Mao (2022) Mapped shape optimization method for rational design of cellular mechanical metamaterials under large deformation, International Journal for Numerical Methods in Engineering

[10] X. Sun, T. Xue, S. M. Rusinkiewicz, R. P. Adams (2021) Amortized Synthesis of Constrained Configurations Using a Differentiable Surrogate, NeurIPS

[9] T. Xue, S. Adriaenssens, S. Mao (2021) Mapped phase field method for brittle fracture, Computer Methods in Applied Mechanics and Engineering

[8] T. Xue, W. C. Sun, S. Adriaenssens, Y. Wei, C. Liu (2021) A new finite element level set reinitialization method based on the shifted boundary method, Journal of Computational Physics

[7] A. Beatson, J. T. Ash, G. Roeder, T. Xue, R. P. Adams (2020) Learning Composable Energy Surrogates for PDE Order Reduction, NeurIPS

[6] T. Xue, T. J. Wallin, Y. Menguc, S. Adriaenssens, M. Chiaramonte (2020) Machine learning generative models for automatic design of multi-material 3D printed composite solids, Extreme Mechanics Letters

[5] T. Xue, A. Beatson, S. Adriaenssens, R. P. Adams (2020) Amortized Finite Element Analysis for Fast PDE-Constrained Optimization, ICML

[4] T. Xue, A. Beatson, M. Chiaramonte, G. Roeder, J. T. Ash, Y. Menguc, S. Adriaenssens, R. P. Adams, S. Mao (2020) A data-driven computational scheme for the nonlinear mechanical properties of cellular mechanical metamaterials under large deformation, Soft Matter

[3] Y. Wan, T. Xue, Y. Shen (2019) The successive node snapping scheme for an evolving branched curve in 2D and 3D, Computer-Aided Design 

[2] Y. Wan, T. Xue, Y. Shen (2019) The successive node snapping scheme: A method to obtain conforming meshes for an evolving curve in 2D and 3D, Finite Elements in Analysis and Design 

[1] M. Ma, T. Xue, S. Chen, Y. Guo, Y. Chen, H. Liu (2017) Features of structural relaxation in diblock copolymers, Polymer Testing