2 papers
cs.LG2026
Leveraging Teleconnections with Physics-Informed Graph Attention Networks for Long-Range Extreme Rainfall Forecasting in Thailand
Kiattikun Chobtham, Kanoksri Sarinnapakorn, Kritanai Torsri +2
Accurate rainfall forecasting, particularly for extreme events, remains a significant challenge in climatology and the Earth system. This paper presents novel physics-informed Grap…
cs.LG2026
Reinforcement Learning to Discover a North-East Monsoon Index for Rainfall Prediction in Thailand
Kiattikun Chobtham
Accurately predicting long-term rainfall is challenging. Global climate indices, such as the El Niño-Southern Oscillation, are standard input features for machine learning. Howeve…