Short Course on Inverse Modeling

Spring Semester 2023

Schedule

Class Topic ReadingAction Items
Week 1 Introduction to Inverse Problem materials Read Ch.1
Week 2 Least Squares/Overdetermined System/Intro to Linear Inverse Problem materials Read Ch.2/ HW1 (Exercise 1-5)
Week 3 Linear Inverse Problem (1) - Underdetermined and Ill-posed System Read Ch.2/HW1 (Exercise 1-5)
Week 4 Linear Inverse Problem (2) - Hyperparameter Tuning/Model Validation Read Ch.5
Week 5 Nonliner Inverse Problem Read Ch.6