Tianju Xue - RankMe

22 papers A* 3Journal 18Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Implicit differentiation with second-order derivatives and benchmarks in finite-element-based differentiable physics. Comput. Phys. Commun. Tianju Xue
2026	J	`jnl`	Lattice Discrete Particle Model (LDPM): Comparison of Various Time Integration Solvers and Implementations. CoRR Erol Lale, Jan Eliás, Ke Yu, Matthew Troemner, Monika Stredulová, Julien Khoury, Tianju Xue, Ioannis Koutromanos, Alessandro Fascetti, Bahar Ayhan, Baixi Chen, Giovanni Di Luzio, Yuhui Lyu, Madura Pathirage, Gilles Pijaudier-Cabot, Lei Shen, Alessandro Tasora, Lifu Yang, Jiawei Zhong, Gianluca Cusatis
2026	J	`jnl`	Physics-guided diffusion models for inverse design of disordered metamaterials. CoRR Ziyuan Xie, Weipeng Xu, Dazhi Zhao, Wenchang Zhang, Daoyang Dong, Bingbing Xu, Ning Liu, Sheng Mao, Tianju Xue
2026	J	`jnl`	Sim-to-real diffusion models for microstructure prediction in metal additive manufacturing. Eng. Comput. Ziyuan Xie, Zichuan Fu, Jingchi Zhang, Kaihao Zhang, Tianchen Zeng, Yu Wu, Shuheng Liao, Xiang Li, Tianju Xue
2026	J	`jnl`	Style-constrained inverse design of microstructures with tailored mechanical properties using unconditional diffusion models. CoRR Weipeng Xu, Ziyuan Xie, Haoju Lin, Xinyu Wang, Guangjin Mou, Tianju Xue
2025	J	`jnl`	Bohrium + SciMaster: Building the Infrastructure and Ecosystem for Agentic Science at Scale. CoRR Linfeng Zhang, Siheng Chen, Yuzhu Cai, Jingyi Chai, Junhan Chang, Kun Chen, Zhi X. Chen, Zhaohan Ding, Yuwen Du, Yuanpeng Gao, Yuan Gao, Jing Gao, Zhifeng Gao, Qiangqiang Gu, Yanhui Hong, Yuan Huang, Xi Fang, Xiaohong Ji, Guolin Ke, Zixing Lei, Xinyu Li, Yongge Li, Ruoxue Liao, Hang Lin, Xiaolu Lin, Yuxiang Liu, Xinzijian Liu, Zexi Liu, Jintan Lu, Tingjia Miao, Haohui Que, Weijie Sun, Yanfeng Wang, Bingyang Wu, Tianju Xue, Rui Ye, Jinzhe Zeng, Duo Zhang, Jiahui Zhang, Tianhan Zhang, Wenchang Zhang, Yuzhi Zhang, Zezhong Zhang, Hang Zheng, Hui Zhou, Tong Zhu, Xinyu Zhu, Qingguo Zhou, Weinan E
2025	J	`jnl`	DiffLiB: High-fidelity differentiable modeling of lithium-ion batteries and efficient gradient-based parameter identification. CoRR Weipeng Xu, Kaiqi Yang, Yuzhi Zhang, Shichao Sun, Sheng Mao, Tianju Xue
2025	J	`jnl`	Implicit differentiation with second-order derivatives and benchmarks in finite-element-based differentiable physics. CoRR Tianju Xue
2025	J	`jnl`	Solving contact problems using Fiber Monte Carlo. CoRR Xinyu Wang, Weipeng Xu, Tianju Xue
2023	J	`jnl`	JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science. Comput. Phys. Commun. Tianju Xue, Shuheng Liao, Zhengtao Gan, Chanwook Park, Xiaoyu Xie, Wing Kam Liu, Jian Cao
2023	—	`conf`	More Stiffness with Less Fiber: End-to-End Fiber Path Optimization for 3D-Printed Composites. SCF Xingyuan Sun, Geoffrey Roeder, Tianju Xue, Ryan P. Adams, Szymon Rusinkiewicz
2022	J	`jnl`	Hybrid full-field thermal characterization of additive manufacturing processes using physics-informed neural networks with data. CoRR Shuheng Liao, Tianju Xue, Jihoon Jeong, Samantha Webster, Kornel F. Ehmann, Jian Cao
2022	J	`jnl`	JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science. CoRR Tianju Xue, Shuheng Liao, Zhengtao Gan, Chanwook Park, Xiaoyu Xie, Wing Kam Liu, Jian Cao
2022	J	`jnl`	Learning the nonlinear dynamics of soft mechanical metamaterials with graph networks. CoRR Tianju Xue, Sigrid Adriaenssens, Sheng Mao
2022	J	`jnl`	More Stiffness with Less Fiber: End-to-End Fiber Path Optimization for 3D-Printed Composites. CoRR Xingyuan Sun, Geoffrey Roeder, Tianju Xue, Ryan P. Adams, Szymon Rusinkiewicz
2021	J	`jnl`	A new finite element level set reinitialization method based on the shifted boundary method. J. Comput. Phys. Tianju Xue, WaiChing Sun, Sigrid Adriaenssens, Yujie Wei, Chuanqi Liu
2021	A*	`conf`	Amortized Synthesis of Constrained Configurations Using a Differentiable Surrogate. NeurIPS Xingyuan Sun, Tianju Xue, Szymon Rusinkiewicz, Ryan P. Adams
2021	J	`jnl`	Amortized Synthesis of Constrained Configurations Using a Differentiable Surrogate. CoRR Xingyuan Sun, Tianju Xue, Szymon Rusinkiewicz, Ryan P. Adams
2020	A*	`conf`	Amortized Finite Element Analysis for Fast PDE-Constrained Optimization. ICML Tianju Xue, Alex Beatson, Sigrid Adriaenssens, Ryan P. Adams
2020	A*	`conf`	Learning Composable Energy Surrogates for PDE Order Reduction. NeurIPS Alex Beatson, Jordan T. Ash, Geoffrey Roeder, Tianju Xue, Ryan P. Adams
2020	J	`jnl`	Learning Composable Energy Surrogates for PDE Order Reduction. CoRR Alex Beatson, Jordan T. Ash, Geoffrey Roeder, Tianju Xue, Ryan P. Adams
2019	J	`jnl`	The successive node snapping scheme for an evolving branched curve in 2D and 3D. Comput. Aided Des. Yang Wan, Tianju Xue, Yongxing Shen