Xianjin Yang - RankMe

15 papers Journal 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Bilevel optimization for learning hyperparameters: Application to solving PDEs and inverse problems with Gaussian processes. CoRR Nicholas H. Nelsen, Houman Owhadi, Andrew M. Stuart, Xianjin Yang, Zongren Zou
2025	J	`jnl`	Gaussian Process Policy Iteration with Additive Schwarz Acceleration for Forward and Inverse HJB and Mean Field Game Problems. CoRR Xianjin Yang, Jingguo Zhang
2025	J	`jnl`	Learning Surrogate Potential Mean Field Games via Gaussian Processes: A Data-Driven Approach to Ill-Posed Inverse Problems. CoRR Jingguo Zhang, Xianjin Yang, Chenchen Mou, Chao Zhou
2025	J	`jnl`	Operator Learning at Machine Precision. CoRR Aras Bacho, Aleksei G. Sorokin, Xianjin Yang, Théo Bourdais, Edoardo Calvello, Matthieu Darcy, Alexander Hsu, Bamdad Hosseini, Houman Owhadi
2025	J	`jnl`	Solving Functional PDEs with Gaussian Processes and Applications to Functional Renormalization Group Equations. CoRR Xianjin Yang, Matthieu Darcy, Matthew Hudes, Francis J. Alexander, Gregory Eyink, Houman Owhadi
2025	J	`jnl`	Solving Roughly Forced Nonlinear PDEs via Misspecified Kernel Methods and Neural Networks. CoRR Ricardo Baptista, Edoardo Calvello, Matthieu Darcy, Houman Owhadi, Andrew M. Stuart, Xianjin Yang
2024	J	`jnl`	Decoding mean field games from population and environment observations by Gaussian processes. J. Comput. Phys. Jinyan Guo, Chenchen Mou, Xianjin Yang, Chao Zhou
2023	J	`jnl`	A Mini-Batch Method for Solving Nonlinear PDEs with Gaussian Processes. CoRR Xianjin Yang, Houman Owhadi
2023	J	`jnl`	Computational Hypergraph Discovery, a Gaussian Process framework for connecting the dots. CoRR Théo Bourdais, Pau Batlle, Xianjin Yang, Ricardo Baptista, Nicolas Rouquette, Houman Owhadi
2023	J	`jnl`	Decoding Mean Field Games from Population and Environment Observations By Gaussian Processes. CoRR Jinyan Guo, Chenchen Mou, Xianjin Yang, Chao Zhou
2023	J	`jnl`	Sparse Gaussian processes for solving nonlinear PDEs. J. Comput. Phys. Rui Meng, Xianjin Yang
2022	J	`jnl`	Numerical methods for mean field games based on Gaussian processes and Fourier features. J. Comput. Phys. Chenchen Mou, Xianjin Yang, Chao Zhou
2022	J	`jnl`	Sparse Gaussian processes for solving nonlinear PDEs. CoRR Rui Meng, Xianjin Yang
2021	J	`jnl`	Numerical methods for Mean field Games based on Gaussian Processes and Fourier Features. CoRR Chenchen Mou, Xianjin Yang, Chao Zhou
2014	J	`jnl`	Automatic shader simplification using surface signal approximation. ACM Trans. Graph. Rui Wang, Xianjin Yang, Yazhen Yuan, Wei Chen, Kavita Bala, Hujun Bao