Author

Manuel Schlund

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Open access Sep 2026

An ESMValTool-based framework for sanity checks, physical consistency and climate fidelity during model development – ICONEval v1.0

Continuous evaluation and performance monitoring during the development of Earth System Models (ESMs) are essential to identify potential problems early, such as unrealistic behavior of climate-relevant quantities, insufficient skill in reproducing the observed basic climate state, or violations of physical laws. The l...

Axel Lauer, Manuel Schlund, L. Bock et al. · Geoscientific Model Developm... · 1 citation

#machine learning Preprint Oct 2026

ClimateBench v2.0: Probabilistic Climate Model Benchmarking

We present ClimateBench v2, a standardized protocol for evaluating climate models on diagnostics expected to be informative for their skill in projecting mid-century regional temperature and precipitation changes. The protocol is designed to evaluate any physics-based, data-driven, or hybrid climate model on equal foot...

Duncan Watson-Parris, Willa Tobin, Aytaç Paçal et al. · 0 citations