3 papers
cs.CV2025
Cloud Optical Thickness Retrievals Using Angle Invariant Attention Based Deep Learning Models
Zahid Hassan Tushar, Adeleke Ademakinwa, Jianwu Wang +2
Cloud Optical Thickness (COT) is a critical cloud property influencing Earth's climate, weather, and radiation budget. Satellite radiance measurements enable global COT retrieval,…
cs.CV2025
Joint Retrieval of Cloud properties using Attention-based Deep Learning Models
Zahid Hassan Tushar, Adeleke Ademakinwa, Jianwu Wang +2
Accurate cloud property retrieval is vital for understanding cloud behavior and its impact on climate, including applications in weather forecasting, climate modeling, and estimati…
cs.LG2025
Building Machine Learning Challenges for Anomaly Detection in Science
Elizabeth G. Campolongo, Yuan-Tang Chou, Ekaterina Govorkova +148
Scientific discoveries are often made by finding a pattern or object that was not predicted by the known rules of science. Oftentimes, these anomalous events or objects that do not…