CEE 5745

Last Updated

  • Schedule of Classes - September 22, 2025 1:06PM EDT

CEE 5745
Inverse Problems: Theory and Applications

Course information provided by the 2025-2026 Catalog.

The course covers foundational theory underpinning the inverse problems that naturally arise when developing technology for society. Through a treatment of theory and application, the course aims to equip students to answer questions such as: what source/forcing/action has caused the system response I am currently observing?; what model parameters best instantiate a predictive model explaining certain noisy/incomplete observations of the subject system?; and how certain am I about any of the foregoing results?


Prerequisites MATH 2940.

Last 4 Terms Offered 2025SP, 2024SP, 2023SP, 2022SP

Outcomes

  • Identify an inverse problem.
  • Analyze it from a theoretical point of view.
  • Employ deterministic and stochastic methods to solve it.
  • Apply solution methods in real-world contexts.
  • Critically analyze their resulting solutions.

View Enrollment Information

Syllabi: none

  •   Regular Academic Session.  Combined with: CEE 6745

  • 3 Credits Stdnt Opt

  •  5240 CEE 5745   LEC 001

  •  
    • MW
    • Jan 20 - May 5, 2026

    • Earls, C

  • Instruction Mode: In Person