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Jakob Runge | Researchclopedia

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Jakob Runge

University of Potsdam ORCID

219

Works

5,528

Citations

32

h-index

52

i10-index

Research Topics

Climate variability and models Bayesian Modeling and Causal Inference Meteorological Phenomena and Simulations

Affiliations

Indian Institute of Tropical Meteorology2020–2020

Lawrence Berkeley National Laboratory2009–2009

University of Potsdam2025–2026

Grantham College2017–2019

Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)2017–2026

Top Works

Inferring causation from time series in Earth system sciences

Jakob Runge,Sebastian Bathiany,et al.

2019898 citations

Atmospheric and Environmental Gas Dynamics

Complex Systems and Time Series Analysis

Causal network reconstruction from time series: From theoretical assumptions to practical estimation

2018413 citations

Turn down the heat: climate extremes, regional impacts, and the case for resilience.

Hans Joachim Schellnhuber,Bill Hare,et al.

2013347 citations

Escaping the Curse of Dimensionality in Estimating Multivariate Transfer Entropy

Jakob Runge,Jobst Heitzig,et al.

2012338 citations

Identifying causal gateways and mediators in complex spatio-temporal systems

Jakob Runge,Vladimir Petoukhov,et al.

2015327 citations

Using Causal Effect Networks to Analyze Different Arctic Drivers of Midlatitude Winter Circulation

Marlene Kretschmer,Dim Coumou,et al.

2016326 citations

Causal inference for time series

Jakob Runge,Andreas Gerhardus,et al.

2023220 citations

Quantifying the Strength and Delay of Climatic Interactions: The Ambiguities of Cross Correlation and a Novel Measure Based on Graphical Models

Jakob Runge,Vladimir Petoukhov,et al.

2013180 citations

The different stratospheric influence on cold-extremes in Eurasia and North America

Marlene Kretschmer,Judah Cohen,et al.

2018178 citations