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Tianju Xue
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2020 – today
- 2023
- [j3]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: 108802 (2023) - [c4]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: 8:1-8:14 - 2022
- [i6]Tianju Xue, Sigrid Adriaenssens, Sheng Mao:
Learning the nonlinear dynamics of soft mechanical metamaterials with graph networks. CoRR abs/2202.13775 (2022) - [i5]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 abs/2205.16008 (2022) - [i4]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 abs/2206.07756 (2022) - [i3]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 abs/2212.00964 (2022) - 2021
- [j2]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: 110360 (2021) - [c3]Xingyuan Sun, Tianju Xue, Szymon Rusinkiewicz, Ryan P. Adams:
Amortized Synthesis of Constrained Configurations Using a Differentiable Surrogate. NeurIPS 2021: 18891-18906 - [i2]Xingyuan Sun, Tianju Xue, Szymon Rusinkiewicz, Ryan P. Adams:
Amortized Synthesis of Constrained Configurations Using a Differentiable Surrogate. CoRR abs/2106.09019 (2021) - 2020
- [c2]Tianju Xue, Alex Beatson, Sigrid Adriaenssens, Ryan P. Adams:
Amortized Finite Element Analysis for Fast PDE-Constrained Optimization. ICML 2020: 10638-10647 - [c1]Alex Beatson, Jordan T. Ash, Geoffrey Roeder, Tianju Xue, Ryan P. Adams:
Learning Composable Energy Surrogates for PDE Order Reduction. NeurIPS 2020 - [i1]Alex Beatson, Jordan T. Ash, Geoffrey Roeder, Tianju Xue, Ryan P. Adams:
Learning Composable Energy Surrogates for PDE Order Reduction. CoRR abs/2005.06549 (2020)
2010 – 2019
- 2019
- [j1]Yang Wan, Tianju Xue, Yongxing Shen
:
The successive node snapping scheme for an evolving branched curve in 2D and 3D. Comput. Aided Des. 111: 13-28 (2019)
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