Xianjin Yang - Publications, H-index & Citations

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Xianjin Yang

California Institute of Technology

6H-index

33Paper Count

133Citation Count

Published Papers 7

Publication Date

Solving functional PDEs with Gaussian processes and applications to functional renormalization group equations

Journal of Computational Physics

IF3.8

2026-09-30

PREAI

Yang, Xianjin; Darcy, Matthieu; Hudes, Matthew; Alexander, Francis J.; Eyink, Gregory; Owhadi, Houman

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

Journal of Computational Physics

IF3.8

2025-10-01

PREAI

Jingguo Zhang; Xianjin Yang; Chenchen Mou; Chao Zhou

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Codiscovering graphical structure and functional relationships within data: A Gaussian Process framework for connecting the dots

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2024-08-01

OAAI

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

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

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2024-07-01

OAAI

Guo, Jinyan; Mou, Chenchen; Yang, Xianjin; Zhou, Chao

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Sparse Gaussian processes for solving nonlinear PDEs

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2023-10-01

OAAI

Meng, Rui; Yang, Xianjin

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

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2022-07-01

OAAI

Mou, Chenchen; Yang, Xianjin; Zhou, Chao

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Automatic Shader Simplification Using Surface Signal Approximation

ACM TRANSACTIONS ON GRAPHICS

IF9.5

2014-11-19

PREAI

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

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Research Directions