Course Descriptions

16:642:611 - Select Topics in Applied Math

Fioralba Cakoni

Subtitle:

Mathematics of Inverse Problems and Imaging

Course Description:

This course will discuss fundamental mathematical issues behind many problems in tomography and imaging, including medical imaging, geometrical inverse problems, inverse scattering, and Bayesian inversion and machine learning.

Text:

Lecture notes and reading material will be provided throught the course

Prerequisites:

No formal prerequisites, but the course assumes a solid foundation in real analysis (at least 640:411, 640:412 and preferably 640:501), and basic knowledge of partial differential equations. Introductory functional analysis is valuable but not required.

 

 

Schedule of Sections: