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Yifan Chen
Yifan Chen
Courant Institute, NYU
Verified email at nyu.edu - Homepage
Title
Cited by
Cited by
Year
Solving and Learning Nonlinear PDEs with Gaussian Processes
Y Chen, B Hosseini, H Owhadi, AM Stuart
Journal of Computational Physics 447, 110668, 2021
1112021
The Quadratic Wasserstein Metric for Earthquake Location
J Chen, Y Chen, H Wu, D Yang
Journal of Computational Physics 373, 188-209, 2018
472018
Optimal Transport Natural Gradient for Statistical Manifolds with Continuous Sample Space
Y Chen, W Li
Information Geometry 3, 1-32, 2020
40*2020
Consistency of Empirical Bayes and Kernel Flow for Hierarchical Parameter Estimation
Y Chen, H Owhadi, AM Stuart
Mathematics of Computation 90, 2527-2578, 2020
322020
Exponential Convergence for Multiscale Linear Elliptic PDEs via Adaptive Edge Basis Functions
Y Chen, TY Hou, Y Wang
Multiscale Modeling & Simulation 19 (2), 980–1010, 2020
192020
Randomly pivoted Cholesky: Practical approximation of a kernel matrix with few entry evaluations
Y Chen, EN Epperly, JA Tropp, RJ Webber
arXiv preprint arXiv:2207.06503, 2022
162022
Exponentially Convergent Multiscale Methods for 2D High Frequency Heterogeneous Helmholtz Equations
Y Chen, TY Hou, Y Wang
Multiscale Modeling & Simulation 21 (3), 849-883, 2021
142021
Sparse Cholesky Factorization for Solving Nonlinear PDEs via Gaussian Processes
Y Chen, H Owhadi, F Schaefer
arXiv preprint arXiv:2304.01294, 2023
102023
Error analysis of kernel/GP methods for nonlinear and parametric PDEs
P Batlle, Y Chen, B Hosseini, H Owhadi, AM Stuart
arXiv preprint arXiv:2305.04962, 2023
92023
Gradient flows for sampling: mean-field models, Gaussian approximations and affine invariance
Y Chen, DZ Huang, J Huang, S Reich, AM Stuart
arXiv preprint arXiv:2302.11024, 2023
82023
Multiscale Elliptic PDEs Upscaling and Function Approximation via Subsampled Data
Y Chen, TY Hou
Multiscale Modeling & Simulation 20 (1), 188-219, 2020
72020
Run-and-Inspect Method for Nonconvex Optimization and Global Optimality Bounds for R-Local Minimizers
Y Chen, Y Sun, W Yin
Mathematical Programming 176 (1-2), 39-67, 2019
62019
Exponentially convergent multiscale finite element method
Y Chen, TY Hou, Y Wang
Communications on Applied Mathematics and Computation, 1-17, 2023
42023
Function Approximation via The Subsampled Poincare Inequality
Y Chen, TY Hou
Discrete & Continuous Dynamical Systems - A 41 (1), 169-199, 2020
42020
Provable Probabilistic Imaging using Score-Based Generative Priors
Y Sun, Z Wu, Y Chen, BT Feng, KL Bouman
arXiv preprint arXiv:2310.10835, 2023
22023
Sampling via Gradient Flows in the Space of Probability Measures
Y Chen, DZ Huang, J Huang, S Reich, AM Stuart
arXiv preprint arXiv:2310.03597, 2023
12023
Probabilistic Forecasting with Stochastic Interpolants and Föllmer Processes
Y Chen, M Goldstein, M Hua, MS Albergo, NM Boffi, E Vanden-Eijnden
arXiv preprint arXiv:2403.13724, 2024
2024
On Multiscale and Statistical Numerical Methods for PDEs and Inverse Problems
Y Chen
California Institute of Technology, 2023
2023
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