Tianju Xue

Orcid: 0000-0002-2710-9802

According to our database1, Tianju Xue authored at least 9 papers between 2019 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science.
Comput. Phys. Commun., October, 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, 2023

2022
Hybrid full-field thermal characterization of additive manufacturing processes using physics-informed neural networks with data.
CoRR, 2022

Learning the nonlinear dynamics of soft mechanical metamaterials with graph networks.
CoRR, 2022

2021
A new finite element level set reinitialization method based on the shifted boundary method.
J. Comput. Phys., 2021

Amortized Synthesis of Constrained Configurations Using a Differentiable Surrogate.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
Learning Composable Energy Surrogates for PDE Order Reduction.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Amortized Finite Element Analysis for Fast PDE-Constrained Optimization.
Proceedings of the 37th International Conference on Machine Learning, 2020

2019
The successive node snapping scheme for an evolving branched curve in 2D and 3D.
Comput. Aided Des., 2019


  Loading...