Bin Shi [Google Scholar]

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

Address: No. 657 Songhu Road, Yangpi District, Shanghai, 200433, China
Office: #1206, Block A, International Innovation Plaza
Tel: +86-(010)82541583
Email: binshi2021@gmail.com; binshi@simis.cn

Research interests

Optimization for Machine Learning
Numerical Analysis and Scientific Computing
Data Assimilation
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