Research Topic

• Global and regional disaster assessment (extreme climate, floods, earthquakes) and spatiotemporal prediction
• Physics-informed machine learning, physical model simulation integrated with machine learning, and graph neural networks
• Unsupervised and few-shot learning, domain adaptation, and meta-learning
• Remote sensing image perception and dynamic cognition for hydrologic processes