Distributed Deep Learning for Precipitation Nowcasting

28 August 2019

Papers citing "Distributed Deep Learning for Precipitation Nowcasting"

9 / 9 papers shown

Title
UNet with Axial Transformer : A Neural Weather Model for Precipitation Nowcasting Maitreya Sonawane Sumit Mamtani 65 0 0 28 Apr 2025
Split-n-Chain: Privacy-Preserving Multi-Node Split Learning with Blockchain-Based Auditability Mukesh Sahani Binanda Sengupta FedML 44 0 0 10 Mar 2025
Balancing Computational Efficiency and Forecast Error in Machine Learning-based Time-Series Forecasting: Insights from Live Experiments on Meteorological Nowcasting Elin Törnquist Wagner Costa Santos Timothy C. Pogue Nicholas Wingle R. Caulk AI4TS 26 0 0 26 Sep 2023
Prediction of severe thunderstorm events with ensemble deep learning and radar data Sabrina Guastavino Michele Piana Marco Tizzi F. Cassola A. Iengo D. Sacchetti Enrico Solazzo F. Benvenuto 38 31 0 20 Sep 2021
Integrating Deep Learning in Domain Sciences at Exascale Rick Archibald E. Chow E. DÁzevedo Jack J. Dongarra M. Eisenbach ... Florent Lopez Daniel Nichols S. Tomov Kwai Wong Junqi Yin PINN 23 5 0 23 Nov 2020
Compute, Time and Energy Characterization of Encoder-Decoder Networks with Automatic Mixed Precision Training S. Samsi Michael Jones Mark S. Veillette AI4CE 17 4 0 18 Aug 2020
Layer-Parallel Training with GPU Concurrency of Deep Residual Neural Networks via Nonlinear Multigrid Andrew Kirby S. Samsi Michael Jones Albert Reuther J. Kepner V. Gadepally 25 12 0 14 Jul 2020
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 310 10,621 0 19 Feb 2017
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 233 7,906 0 13 Jun 2015