MATH6221 (fall 2022)

Instructor: Bangti Jin (b.jin@ cuhk.edu.hk)

Lecture room: Lady Shaw Building 222

Lecture hour: 6:00 pm – 8:45 pm

Zoom link: https://cuhk.zoom.us/j/97193173713 (use this only if you cannot attend the lectures in person)

Lecture slide

Week 12, November 30, lect12

Week 11, November 23, lect11

Week 10, November 16, lect10

Week 9, November 9, lect9

Week 8, November 5, lect8

Week 7, October 19, lect7

Week 6, October 12, lect6

Week 5, October 5 lect5

Week 4, September 28 lect4

Week 3, September 21 lect3

Week 2, September 14 lect2

Week 1, September 7 lect1

The first part of the lectures is based on standard references, e.g.,

1. C. Vogel. Computational Methods for Inverse Problems, SIAM 2002

2. H. Engl, M. Hanke, A. Neubauer. Regularization of Inverse Problems, Kluwer, 1996

3. K. Ito, B. Jin. Inverse Problems: Tikhonov Theory and Algorithms, World Scientific, 2015

4. P. Hansen. Rank-Deficient and Discrete Ill-Posed Problems, SIAM, 1998

The second part of the lectures will be based on recent papers and reviews, and will be posted accordingly.

Final assessment: The assessment consists of reading one selected paper, a short report (maximum 5 pages in standard fontsize 12) and then giving a short presentation (20-min talk + 10-15 min for questions). Example papers are listed here:

Paper 1, paper 2, paper 3, paper 4, paper 5, paper 6, paper 7