Teaching, Courses and Lecture Notes
Introduction to Algorithms for Data Science and Physics
- Institute of Modern Physics, Fudan
- Spring Semester, 2026
- Target Audience: Advanced Undergraduate and Graduate Students in Physics, Computer Science and Related
- Preliminary Syllabus and One Lecture Note
Introduction to Algorithms for Data Science
- based on courses of 2018-2021
- topics included: Optimization Algorithms, 3D Reconstruction from 2D Images, High-dimensional Statistical Problems, Bayesian Inference, Fast Fourier Transform, Randomized/Approximated Computing, Differencing for Partial Differential Equations, Quantum Algorithms
- two short lecture notes 1 and 2
Seminar on Many-body Physics and Linear Response Theories
