teaching

I enjoy teaching and mentoring students. In 2024, I was awarded the Dean’s Award for Teaching Excellence at EPFL.

Courses taught at EPFL

Statistical Physics II (2023, 2024)

Advanced course on statistical physics focusing on phase transitions, critical phenomena, and the renormalization group, for third-year Physics students.

Machine Learning for Physicists (2021, 2022, 2023)

An introduction to machine learning with scientific applications for MSc students in Physics and Chemistry.

Physics Projects I: Statistical Mechanics of Deep Learning (2021)

Theoretical and computational research projects on neural networks for first-year MSc students specializing in Physics and Applied Physics.

In Spring 2024, I also served as a guest lecturer for CS-625 Transfer Learning and Meta-Learning.