Bin Shi [Google Scholar]

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I am and Associate Professor with tenure (my resume) of Center for Mathematics and Interdisciplinary Sciences, Fudan University, and jointly appointed at Shanghai Institute for Mathematics and Interdisciplinary Sciences. Previously, I was a postdoc of Michael I. Jordan

Address: No. 657 Songhu Road, Yangpu District, Shanghai, 200438, China
Office: #1206, Block A, International Innovation Plaza
Tel: +86-(021)65660296
Email: binshi@fudan.edu.cn; binshi@simis.cn

Research interests

Optimization for Machine Learning
Numerical Analysis and Scientific Computing
Data Assimilation
Quantum Algorithms
Nonlinear and Stochastic Sciences
Fluid Dynamics (Turbulence, Geophysical, Astrophysical)

Selected Publications

Understanding the Acceleration Phenomenon via High-Resolution Differential Equations, Mathematical Programming, Series A, 195(1):79–148, 2022.
- Bin Shi, Simon S. Du, Weijie Su, and Michael I. Jordan

On Learning Rates and Schrödinger Operators, Journal of Machine Learning Research, 24(379):1-53, 2023.
- Bin Shi, Weijie Su and Michael I. Jordan

The sampling method for optimal precursors of El Niño-Southern Oscillation events, Nonlinear Processes in Geophysics, 31(1):165–174, 2024.
- Bin Shi and Junjie Ma

Numerical Solution for Nonlinear 4D Variational Data Assimilation (4D-Var) via ADMM, [code]
- Bowen Li and Bin Shi
- To appear in Journal of Computational Physics, 2025+

On Pseudospectral Concentration for Rank-1 Sampling,
- Kuo Gai and Bin Shi