Xianjin Yang
Scholar

Xianjin Yang

Google Scholar ID: clCXNU0AAAAJ
California Institute of Technology
Partial Differential EquationsMean Field GamesOptimizationGaussian Processes
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Citations & Impact
All-time
Citations
118
 
H-index
7
 
i10-index
4
 
Publications
16
 
Co-authors
28
list available
Contact
No contact links provided.
Publications
7 items
Solving Functional PDEs with Gaussian Processes and Applications to Functional Renormalization Group Equations
2025
Cited
0
Operator Learning at Machine Precision
2025
Cited
0
Bilevel optimization for learning hyperparameters: Application to solving PDEs and inverse problems with Gaussian processes
2025
Cited
0
Gaussian Process Policy Iteration with Additive Schwarz Acceleration for Forward and Inverse HJB and Mean Field Game Problems
2025
Cited
0
Learning Surrogate Potential Mean Field Games via Gaussian Processes: A Data-Driven Approach to Ill-Posed Inverse Problems
2025
Cited
0
Solving Roughly Forced Nonlinear PDEs via Misspecified Kernel Methods and Neural Networks
2025
Cited
0
Computational Hypergraph Discovery, a Gaussian Process framework for connecting the dots
arXiv.org · 2023
Cited
0
Resume (English only)
Co-authors
28 total
Diogo Aguiar Gomes
Diogo Aguiar Gomes
King Abdullah University of Science and Technology
Chenchen Mou
Chenchen Mou
City University of Hong Kong
Chao Zhou
Chao Zhou
Associate Professor at Department of Mathematics, National University of Singapore
Houman Owhadi
Houman Owhadi
IBM Professor of Applied and Computational Mathematics and Control and Dynamical Systems. Caltech.
Rui WANG
Rui WANG
State Key Lab of CAD&CG, Zhejiang University
Co-author 6
Co-author 6
Wei Chen
Wei Chen
State Key Lab of CAD&CG, Zhejiang university
Co-author 8
Co-author 8