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20222026
most citedDifferentiable Programming for Earth System Modeling

27 citations · 45 across the 17 of their papers we have counts for

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Showing physics.ao-phShow all

6 papers · 1 filter

physics.ao-ph2026

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

Philipp Hess, Sebastian Bathiany, Lucas Ferreira Correa +3

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 overturni…

physics.ao-ph2026

Flexible generation of daily Earth system model projections across radiative forcing scenarios

Yu Huang, Sebastian Bathiany, Shangshang Yang +3

Earth system model (ESM) projections of the climate system's response to anthropogenic forcing are central to assess the impacts of climate change and inform adaptation and mitigat…

physics.ao-ph2025

Reconciled warning signals in observations and models imply approaching AMOC tipping point

Yechul Shin, Ji-Hoon Oh, Sebastian Bathiany +8

Paleoclimate proxy records and models suggest that the Atlantic Meridional Overturning Circulation (AMOC) can transition abruptly between a strong and a weak state. Empirical warni…

physics.ao-ph2024★ 10 cited

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…

physics.ao-ph2024

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…

physics.ao-ph2023★ 1 cited

Uncertainties in critical slowing down indicators of observation-based fingerprints of the Atlantic Overturning Circulation

Maya Ben-Yami, Vanessa Skiba, Sebastian Bathiany +1

Observations are increasingly used to detect critical slowing down (CSD) to measure stability changes in key Earth system components. However, most datasets have non-stationary mis…