27 citations · 45 across the 17 of their papers we have counts for
4 papers · 1 filter
Assessment of Abrupt Shifts in CMIP6 Models using Edge Detection
Sjoerd Terpstra, Swinda K. J. Falkena, Robbin Bastiaansen +3
Past research has shown that multiple climate subsystems might undergo abrupt shifts, such as the Arctic Winter sea ice or the Amazon rainforest, but there are large uncertainties…
Deep Learning for predicting rate-induced tipping
Yu Huang, Sebastian Bathiany, Peter Ashwin +1
Nonlinear dynamical systems exposed to changing forcing can exhibit catastrophic transitions between alternative and often markedly different states. The phenomenon of critical slo…
Targeted Calibration to Adjust Stability Biases in Complex Dynamical System Models
Daniel Pals, Sebastian Bathiany, Richard Wood +2
Models of complex dynamical systems like the Earth's climate often involve large numbers of uncertain parameters. Comprehensive exploration of the parameter space is typically proh…
Conditional diffusion models for downscaling and bias correction of Earth system model precipitation
Michael Aich, Philipp Hess, Baoxiang Pan +3
Climate change exacerbates extreme weather events like heavy rainfall and flooding. As these events cause severe socioeconomic damage, accurate high-resolution simulation of precip…