Publications

2026

[Abstract] Savvas Melidonis

HClimRep: A Foundation Model for Capturing the Atmosphere, Ocean, and Sea Ice Interactions

AlgoEarth & CESOC Workshop: Advancing AI Climate Models, Germany, 04-05 March 2026

2025

[Poster] Ankit Patnala

HClimRep: A Foundation Model for Capturing the Atmosphere, Ocean, and Sea Ice Interactions

Machine Learning for Earth System Modelling (MLESM), Germany, 25-27 August 2025

[Poster] Julius Polz

HClimRep: A Foundation Model for Multi-Annual Climate Simulations

NZHS MSNZ joint conference, New Zealand, 2-5 December 2025

2024

Thomas Rackow, Nikolay Koldunov, Christian Lessig, Irina Sandu, Mihai Alexe, Matthew Chantry, Mariana Clare, Jesper Dramsch, Florian Pappenberger, Xabier Pedruzo-Bagazgoitia, Steffen Tietsche, Thomas Jung

Robustness of AI-based weather forecasts in a changing climate

arxiv: Atmospheric and Oceanic Physics 2409.18529, 27 September 2024