SmaAt-UNet: Precipitation Nowcasting using a Small Attention-UNet Architecture

8 July 2020

Papers citing "SmaAt-UNet: Precipitation Nowcasting using a Small Attention-UNet Architecture"

22 / 22 papers shown

Title
UNet with Axial Transformer : A Neural Weather Model for Precipitation Nowcasting Maitreya Sonawane Sumit Mamtani 65 0 0 28 Apr 2025
SSA-UNet: Advanced Precipitation Nowcasting via Channel Shuffling Marco Turzi Siamak Mehrkanoon AI4TS 57 0 0 25 Apr 2025
Extreme Precipitation Nowcasting using Multi-Task Latent Diffusion Models Li Chaorong Ling Xudong Yang Qiang Qin Fengqing Huang Yuanyuan 29 0 0 18 Oct 2024
SRNDiff: Short-term Rainfall Nowcasting with Condition Diffusion Model Xudong Ling Chaorong Li Fengqing Qin Peng Yang Yuanyuan Huang DiffM AI4Cl 42 5 0 21 Feb 2024
Precipitation nowcasting with generative diffusion models Andrea Asperti Fabio Merizzi Alberto Paparella G. Pedrazzi M. Angelinelli Stefano Colamonaco DiffM 25 18 0 13 Aug 2023
Global Precipitation Nowcasting of Integrated Multi-satellitE Retrievals for GPM: A U-Net Convolutional LSTM Architecture Reyhaneh Rahimi Praveen Ravirathinam A. Ebtehaj A. Behrangi J. Tan Vipin Kumar AI4Cl 21 4 0 20 Jul 2023
Inductive biases in deep learning models for weather prediction Jannik Thümmel Matthias Karlbauer S. Otte C. Zarfl Georg Martius ... Thomas Scholten Ulrich Friedrich V. Wulfmeyer B. Goswami Martin Volker Butz AI4CE 35 5 0 06 Apr 2023
WF-UNet: Weather Fusion UNet for Precipitation Nowcasting Christos Kaparakis S. Mehrkanoon 19 4 0 08 Feb 2023
Climate Intervention Analysis using AI Model Guided by Statistical Physics Principles S. K. Kim Kalai Ramea Salva Rühling Cachay H. Hirasawa Subhashis Hazarika D. Hingmire Peetak Mitra P. Rasch Hansi K. A. Singh AI4CE 25 0 0 07 Feb 2023
FedUKD: Federated UNet Model with Knowledge Distillation for Land Use Classification from Satellite and Street Views Renuga Kanagavelu Kinshuk Dua Pratik Garai Susan Elias Neha Thomas Simon Elias Qingsong Wei Rick Siow Mong Goh Yong Liu FedML 11 9 0 05 Dec 2022
PCT-CycleGAN: Paired Complementary Temporal Cycle-Consistent Adversarial Networks for Radar-Based Precipitation Nowcasting Jaeho Choi Yura Kim Kwang-Ho Kim Sung-Hwa Jung Ikhyun Cho 22 2 0 28 Nov 2022
Tools for Extracting Spatio-Temporal Patterns in Meteorological Image Sequences: From Feature Engineering to Attention-Based Neural Networks A. S. Bansal Yoonjin Lee Kyle Hilburn I. Ebert‐Uphoff AI4TS 28 2 0 22 Oct 2022
Artificial Intelligence and Innovation to Reduce the Impact of Extreme Weather Events on Sustainable Production Derrick Effah Chunguang Bai Matthew Quayson 16 1 0 21 Sep 2022
MMINR: Multi-frame-to-Multi-frame Inference with Noise Resistance for Precipitation Nowcasting with Radar Feng Sun Cong Bai 19 1 0 05 May 2022
Application of belief functions to medical image segmentation: A review Ling Huang S. Ruan Thierry Denoeux EDL MedIm 27 30 0 03 May 2022
AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks Yimin Yang S. Mehrkanoon ViT AI4TS 34 41 0 10 Feb 2022
Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks L. Espeholt Shreya Agrawal C. Sønderby M. Kumar Jonathan Heek Carla Bromberg Cenk Gazen Jason Hickey Aaron Bell Nal Kalchbrenner AI4Cl 14 47 0 14 Nov 2021
RAP-Net: Region Attention Predictive Network for Precipitation Nowcasting Chuyao Luo Zheng Zhang Rui Ye Xutao Li Yunming Ye 18 11 0 03 Oct 2021
Multistream Graph Attention Networks for Wind Speed Forecasting Dogan Aykas S. Mehrkanoon AI4TS 18 20 0 16 Aug 2021
Broad-UNet: Multi-scale feature learning for nowcasting tasks Jesús García Fernández S. Mehrkanoon 11 66 0 12 Feb 2021
MetNet: A Neural Weather Model for Precipitation Forecasting C. Sønderby L. Espeholt Jonathan Heek Mostafa Dehghani Avital Oliver Tim Salimans Shreya Agrawal Jason Hickey Nal Kalchbrenner AI4Cl 219 273 0 24 Mar 2020
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 230 7,903 0 13 Jun 2015