Probabilistic forecasts of extreme heatwaves using convolutional neural networks in a regime of lack of data

1 August 2022

Papers citing "Probabilistic forecasts of extreme heatwaves using convolutional neural networks in a regime of lack of data"

7 / 7 papers shown

Title
Can AI weather models predict out-of-distribution gray swan tropical cyclones? Y. Qiang Sun Pedram Hassanzadeh Mohsen Zand Ashesh Chattopadhyay Jonathan Weare D. Abbot 45 7 0 19 Oct 2024
Tackling the Accuracy-Interpretability Trade-off in a Hierarchy of Machine Learning Models for the Prediction of Extreme Heatwaves Alessandro Lovo Amaury Lancelin Corentin Herbert Freddy Bouchet AI4CE 40 0 0 01 Oct 2024
AI for Extreme Event Modeling and Understanding: Methodologies and Challenges Gustau Camps-Valls Miguel-Ángel Fernández-Torres Kai-Hendrik Cohrs Adrian Höhl A. Castelletti ... S. Salcedo-Sanz S. Sippel Spyros Kondylatos Tamara Happé T. Williams 44 0 0 28 Jun 2024
Using Explainable AI and Transfer Learning to understand and predict the maintenance of Atlantic blocking with limited observational data Huan Zhang J. Finkel D. Abbot Edwin P. Gerber Jonathan Weare 29 2 0 12 Apr 2024
Extreme heatwave sampling and prediction with analog Markov chain and comparisons with deep learning G. Miloshevich D. Lucente P. Yiou F. Bouchet BDL 40 7 0 18 Jul 2023
Inexact iterative numerical linear algebra for neural network-based spectral estimation and rare-event prediction J. Strahan Spencer C. Guo Chatipat Lorpaiboon Aaron R Dinner Jonathan Weare 33 9 0 22 Mar 2023
Global Extreme Heat Forecasting Using Neural Weather Models I. Lopez‐Gomez A. McGovern Shreya Agrawal Jason Hickey AI4Cl 40 36 0 23 May 2022