Xianjin Yang

According to our database, Xianjin Yang authored at least 9 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Gaussian Process Policy Iteration with Additive Schwarz Acceleration for Forward and Inverse HJB and Mean Field Game Problems.

Xianjin Yang, Jingguo Zhang

CoRR, May, 2025

Learning Surrogate Potential Mean Field Games via Gaussian Processes: A Data-Driven Approach to Ill-Posed Inverse Problems.

Jingguo Zhang, Xianjin Yang, Chenchen Mou, Chao Zhou

CoRR, February, 2025

Solving Roughly Forced Nonlinear PDEs via Misspecified Kernel Methods and Neural Networks.

Ricardo Baptista, Edoardo Calvello, Matthieu Darcy, Houman Owhadi, Andrew M. Stuart, Xianjin Yang

CoRR, January, 2025

2024

Decoding mean field games from population and environment observations by Gaussian processes.

Jinyan Guo, Chenchen Mou, Xianjin Yang, Chao Zhou

J. Comput. Phys., 2024

2023

Sparse Gaussian processes for solving nonlinear PDEs.

Rui Meng, Xianjin Yang

J. Comput. Phys., 2023

Computational Hypergraph Discovery, a Gaussian Process framework for connecting the dots.

Théo Bourdais, Pau Batlle, Xianjin Yang, Ricardo Baptista, Nicolas Rouquette, Houman Owhadi

CoRR, 2023

A Mini-Batch Method for Solving Nonlinear PDEs with Gaussian Processes.

Xianjin Yang, Houman Owhadi

CoRR, 2023

2022

Numerical methods for mean field games based on Gaussian processes and Fourier features.

Chenchen Mou, Xianjin Yang, Chao Zhou

J. Comput. Phys., 2022

2014

Automatic shader simplification using surface signal approximation.

Rui Wang, Xianjin Yang, Yazhen Yuan, Wei Chen, Kavita Bala, Hujun Bao

ACM Trans. Graph., 2014