Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model

2 November 2022

Papers citing "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"

6 / 6 papers shown

Title
Integrating Weather Station Data and Radar for Precipitation Nowcasting: SmaAt-fUsion and SmaAt-Krige-GNet Aleksej Cornelissen Jie Shi S. Mehrkanoon 54 0 0 22 Feb 2025
Increasing NWP Thunderstorm Predictability Using Ensemble Data and Machine Learning Kianusch Vahid Yousefnia Tobias Bölle Christoph Metzl 49 0 0 20 Feb 2025
Inferring Thunderstorm Occurrence from Vertical Profiles of Convection-Permitting Simulations: Physical Insights from a Physical Deep Learning Model Kianusch Vahid Yousefnia Tobias Bölle Christoph Metzl 28 0 0 30 Sep 2024
Interpretable Machine Learning for Weather and Climate Prediction: A Survey Ruyi Yang Jingyu Hu Zihao Li Jianli Mu Tingzhao Yu Jiangjiang Xia Xuhong Li Aritra Dasgupta Haoyi Xiong AI4CE 28 4 0 24 Mar 2024
Transformer-based nowcasting of radar composites from satellite images for severe weather Çaglar Küçük Apostolos Giannakos Stefan Schneider Alexander Jann 43 4 0 30 Oct 2023
Latent diffusion models for generative precipitation nowcasting with accurate uncertainty quantification J. Leinonen U. Hamann D. Nerini U. Germann Gabriele Franch DiffM 23 54 0 25 Apr 2023