Computer Vision and Pattern Recognition · Computer Science
WeatherFusionNet: Predicting Precipitation from Satellite Data
Jiří Pihrt, Rudolf Raevskiy, Petr Šimánek, Matej Choma
2022-12-01
Atmospheric and Oceanic Physics · Physics
PAUNet: Precipitation Attention-based U-Net for rain prediction from satellite radiance data
P. Jyoteeshkumar Reddy, Harish Baki, Sandeep Chinta, Richard Matear +1
2023-12-01
Atmospheric and Oceanic Physics · Physics
Precipitation Prediction Using an Ensemble of Lightweight Learners
Xinzhe Li, Sun Rui, Yiming Niu, Yao Liu
2024-01-19
Machine Learning · Computer Science
Accurate Precipitation Forecast by Efficiently Learning from Massive Atmospheric Variables and Unbalanced Distribution
Shuangliang Li, Siwei Li, Li Li, Weijie Zou +2
2026-03-30
Computer Vision and Pattern Recognition · Computer Science
Towards Good Practices of U-Net for Traffic Forecasting
Jingwei Xu, Jianjin Zhang, Zhiyu Yao, Yunbo Wang
2020-12-07
Computational Engineering, Finance, and Science · Computer Science
QuantWeather: Quantile-Aware Probabilistic Forecasting for Subseasonal Precipitation
Lei Chen, Xinyu Su, Xiaohui Zhong, Hao Li
2026-05-12
Computer Vision and Pattern Recognition · Computer Science
RainUNet for Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts
Jinyoung Park, Minseok Son, Seungju Cho, Inyoung Lee +1
2022-12-09
Machine Learning · Computer Science
MetNet: A Neural Weather Model for Precipitation Forecasting
Casper Kaae Sønderby, Lasse Espeholt, Jonathan Heek, Mostafa Dehghani +5
2020-03-31
Machine Learning · Computer Science
Predicting Weather Uncertainty with Deep Convnets
Peter Grönquist, Tal Ben-Nun, Nikoli Dryden, Peter Dueben +3
2019-12-06
Computer Vision and Pattern Recognition · Computer Science
Super-resolution Probabilistic Rain Prediction from Satellite Data Using 3D U-Nets and EarthFormers
Yang Li, Haiyu Dong, Zuliang Fang, Jonathan Weyn +1
2022-12-07
Computer Vision and Pattern Recognition · Computer Science
RainAI -- Precipitation Nowcasting from Satellite Data
Rafael Pablos Sarabia, Joachim Nyborg, Morten Birk, Ira Assent
2023-12-01
Atmospheric and Oceanic Physics · Physics
Super-resolved rainfall prediction with physics-aware deep learning
S. Moran, B. Demir, F. Serva, B. Le Saux
2023-11-08
Machine Learning · Computer Science
MAUNet-Light: A Concise MAUNet Architecture for Bias Correction and Downscaling of Precipitation Estimates
Sumanta Chandra Mishra Sharma, Adway Mitra, Auroop Ratan Ganguly
2026-02-16
Machine Learning · Computer Science
Precipitaion Nowcasting using Deep Neural Network
Mohamed Chafik Bakkay, Mathieu Serrurier, Valentin Kivachuk Burda, Florian Dupuy +7
2022-03-28
Atmospheric and Oceanic Physics · Physics
Deep learning for improved global precipitation in numerical weather prediction systems
Manmeet Singh, Bipin Kumar, Suryachandra Rao, Sukhpal Singh Gill +3
2021-08-25
Machine Learning · Computer Science
Calibrating Bayesian UNet++ for Sub-Seasonal Forecasting
Busra Asan, Abdullah Akgül, Alper Unal, Melih Kandemir +1
2024-04-05