Quoc Duong NGUYEN

PhD Student

Presentation

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

Topic: « Climate Projections Using Explainable Machine Learning Approaches ».

Supervisors: Mohammed Nabil EL KORSO, Soulivanh THAO, and Xujia ZHU

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