teaching

I enjoy teaching and mentoring students. In 2024, I was awarded the Dean’s Award for Teaching Excellence 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 was also a guest lecturer for CS-625 Transfer Learning and Meta-Learning.