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Tianju Xue
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 13
Top Topics
Nonlinear Dynamics
Manufacturing Processes
Level Set
Mesh Generation
Top Venues
CoRR
NeurIPS
Comput. Aided Des.
J. Comput. Phys.
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Publications
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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)