Author

Niklas Boers

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Preprint Sep 2026

ClimTip-GML: A global bias-corrected and downscaled dataset for assessing impacts of climate tipping events

Assessing the impacts of future climate scenarios including tipping events of major Earth system components such as the Amazon rainforest (ARF) or the Atlantic meridional overturning circulation (AMOC), requires accurate and high-resolution simulations. Here, we present ClimTip-GML, the first globally bias-corrected an...

Philipp Hess, Sebastian Bathiany, L. F. Correa et al. · 0 citations

Open access Jul 2025

Machine-precision prediction of low-dimensional chaotic systems from noise-free data

Using ordinary least squares regression on high-degree polynomial features with 512-bit arithmetic, a system-agnostic method is introduced that matches the accuracy of standard 64-bit numerical ODE solvers using the systems’ governing equations, suggesting that forecasting low-dimensional chaotic systems from noise-fre...

Christof Schötz, Niklas Boers · Nonlinear dynamics · 1 citation