Tianju Xue

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 13

Top Topics

Nonlinear Dynamics

Manufacturing Processes

Mesh Generation

Top Venues

Comput. Aided Des.

J. Comput. Phys.

Publications

Xingyuan Sun, Geoffrey Roeder, Tianju Xue, Ryan P. Adams, Szymon Rusinkiewicz
More Stiffness with Less Fiber: End-to-End Fiber Path Optimization for 3D-Printed Composites. SCF (2023)
Tianju Xue, Shuheng Liao, Zhengtao Gan, Chanwook Park, Xiaoyu Xie, Wing Kam Liu, Jian Cao
JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science. Comput. Phys. Commun. 291 (2023)
Xingyuan Sun, Geoffrey Roeder, Tianju Xue, Ryan P. Adams, Szymon Rusinkiewicz
More Stiffness with Less Fiber: End-to-End Fiber Path Optimization for 3D-Printed Composites. CoRR (2022)
Tianju Xue, Shuheng Liao, Zhengtao Gan, Chanwook Park, Xiaoyu Xie, Wing Kam Liu, Jian Cao
JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science. CoRR (2022)
Shuheng Liao, Tianju Xue, Jihoon Jeong, Samantha Webster, Kornel F. Ehmann, Jian Cao
Hybrid full-field thermal characterization of additive manufacturing processes using physics-informed neural networks with data. CoRR (2022)
Tianju Xue, Sigrid Adriaenssens, Sheng Mao
Learning the nonlinear dynamics of soft mechanical metamaterials with graph networks. CoRR (2022)
Tianju Xue, Waiching Sun, Sigrid Adriaenssens, Yujie Wei, Chuanqi Liu
A new finite element level set reinitialization method based on the shifted boundary method. J. Comput. Phys. 438 (2021)
Xingyuan Sun, Tianju Xue, Szymon Rusinkiewicz, Ryan P. Adams
Amortized Synthesis of Constrained Configurations Using a Differentiable Surrogate. NeurIPS (2021)
Xingyuan Sun, Tianju Xue, Szymon M. Rusinkiewicz, Ryan P. Adams
Amortized Synthesis of Constrained Configurations Using a Differentiable Surrogate. CoRR (2021)
Alex Beatson, Jordan T. Ash, Geoffrey Roeder, Tianju Xue, Ryan P. Adams
Learning Composable Energy Surrogates for PDE Order Reduction. CoRR (2020)
Alex Beatson, Jordan T. Ash, Geoffrey Roeder, Tianju Xue, Ryan P. Adams
Learning Composable Energy Surrogates for PDE Order Reduction. NeurIPS (2020)
Tianju Xue, Alex Beatson, Sigrid Adriaenssens, Ryan P. Adams
Amortized Finite Element Analysis for Fast PDE-Constrained Optimization. ICML (2020)
Yang Wan, Tianju Xue, Yongxing Shen
The successive node snapping scheme for an evolving branched curve in 2D and 3D. Comput. Aided Des. 111 (2019)