My research at the intersection of AI and geoscience focuses on creating reliable tools. I specialize in applying and evaluating Explainable AI (XAI), with a strong emphasis on its faithfulness, alongside causal inference and spatio-temporal deep learning, to deepen our insight into Earth systems.