Quoc Duong NGUYEN

PhD Student / Université Paris-Saclay

Presentation

I am a Ph.D. student at Université Paris-Saclay (starting November 2025).

Topic: “Climate Projections Using Explainable Machine Learning Approaches”.

Supervisor: Mohammed Nabil EL KORSO, and Soulivanh THAO.

The research aims to develop statistical downscaling methods that leverage explainable machine learning to better characterize current climate extremes and enhance out-of-distribution generalization to future climate scenarios by integrating physical principles and domain adaptation techniques.