Lectures

• Numerical Analysis (undergraduate course)
• Optimization and Optimal Control (master course)
• Mathematics of Neural Networks (master course)
• Scientific Computing for PDEs (master course)

Linear and Nonlinear Schemes for Forward Model Reduction and Inverse Problems

This is a doctoral level lecture that I gave at Cemracs 2023:

• Lecture 1: Approximation [Slides] [Video].
• Lecture 2: Forward Model Order Reduction [Slides] [Video]
• Lecture 3: Inverse Problems [Slides] [Video]
• Computer Lab: Python Notebook (prepared by Agustin Somacal)