Do AI models produce better weather forecasts than physics-based models? A quantitative evaluation case study of Storm Ciarán. - Andrew J. Charlton-Perez; Helen F. Dacre; Simon Driscoll; Suzanne L. Gray; Ben Harvey; Natalie J. Harvey; Kieran M. R. Hunt; Robert W. Lee; Ranjini Swaminathan; Remy Vandaele; Ambrogio Volonté (CoRR, 2023)

Hydra-LSTM: A semi-shared Machine Learning architecture for prediction across Watersheds. - Karan Ruparell; Robert J. Marks; Andy Wood; Kieran M. R. Hunt; Hannah L. Cloke; Christel Prudhomme; Florian Pappenberger; Matthew Chantry (CoRR, 2024)

Using Generative Models to Produce Realistic Populations of UK Windstorms. - Yee Chun Tsoi; Kieran M. R. Hunt; Len Shaffrey; Atta Badii; Richard Dixon; Ludovico Nicotina (CoRR, 2025)