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CS 6962: Computational Inverse Problems  

Fall 2024
Instructor: Professor Chris Johnson (crj [at] sci.utah.edu, 4692 WEB)

Course Description: Inverse problems can be found in virtually all engineering and scientific subdisciplines from applications in geophysics to mechanical engineering to medicine. The solution of an inverse problem entails determining unknown causes based on observation of their effects. This is in contrast to the corresponding direct problem, whose solution involves finding effects based on a complete description of their causes. We will take a computational approach to studying inverse problems concentrating on algorithms, including new ML and Deep learning algorithms, focusing on reliability and efficiency, both of which are important as the size and complexity of the computational problems grow.

Lectures: Mon/Wed, 1:25pm - 2:45pm, 2760 WEB
 

Office Hours:

  Professor Johnson: Mondays between 3:00 - 4:00 p.m. and by appointment

Co-Instructor:

Dr. Timbwaoga Aime Judicael Ouermi (TAJO) (touermi [at] sci.utah.edu) , Office Hour: Wednesdays between 3:00 - 4:00 p.m. in WEB 2658.

TA:

Sri Uppalapati (santhosh.uppalapati [at] utah.edu
Office Hours: Fridays between 2:00 - 4:00 p.m. in the CADE Lab


Class Information

Mailing Lists:

cs6962 [at] sci.utah.edu: class list. Emails to this list go to all the students. Only registered users can email to the list.

teach-cs6962 [at] sci.utah.edu: instructor list. Emails sent to this list go to all the instructors.

When class material questions are sent to the instructor email list, we will isolate the question and post the response to the class list (so that all can learn from both the question and answer).

Disability Notice


 The University of Utah seeks to provide equal access to its programs, services and activities for people with disabilities.  If you will need accommodations in the class, reasonable prior notice needs to be given to the Center for Disability Services, 162 Olpin Union Building, 581-5020 (V/TDD).  CDS will work with you and the instructor to make arrangements for accommodations.

All written information in this course can be made available in alternative format with prior notification to the Center for Disability Services.