Publications by authors named "Jakob Runge"

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Decreasing aerosols increase the European summer diurnal temperature range.
Carla M Roesch, Emilie Fons, Andrew P Ballinger, Jakob Runge, Gabriele C Hegerl

NPJ Clim Atmos Sci· February 2025

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network-based constraint to evaluate climate sensitivity.
Lucile Ricard, Fabrizio Falasca, Jakob Runge, Athanasios Nenes

Nat Commun· August 2024

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Ozone as an environmental driver of influenza.
Fang Guo, Pei Zhang, Vivian Do, Jakob Runge, Kun Zhang

Nat Commun· May 2024

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Modern causal inference approaches to investigate biodiversity-ecosystem functioning relationships.
Jakob Runge

Nat Commun· April 2023

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Network-based forecasting of climate phenomena.
Josef Ludescher, Maria Martin, Niklas Boers, Armin Bunde, Catrin Ciemer, Jakob Runge

Proc Natl Acad Sci U S A· November 2021

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Reconstructing regime-dependent causal relationships from observational time series.
Elena Saggioro, Jana de Wiljes, Marlene Kretschmer, Jakob Runge

Chaos· November 2020

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Causal networks for climate model evaluation and constrained projections.
Peer Nowack, Jakob Runge, Veronika Eyring, Joanna D Haigh

Nat Commun· March 2020

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Detecting and quantifying causal associations in large nonlinear time series datasets.
Jakob Runge, Peer Nowack, Marlene Kretschmer, Seth Flaxman, Dino Sejdinovic

Sci Adv· November 2019

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A perspective on Gaussian processes for Earth observation.
Gustau Camps-Valls, Dino Sejdinovic, Jakob Runge, Markus Reichstein

Natl Sci Rev· July 2019

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Inferring causation from time series in Earth system sciences.
Jakob Runge, Sebastian Bathiany, Erik Bollt, Gustau Camps-Valls, Dim Coumou

Nat Commun· June 2019

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Common solar wind drivers behind magnetic storm-magnetospheric substorm dependency.
Jakob Runge, Georgios Balasis, Ioannis A Daglis, Constantinos Papadimitriou, Reik V Donner

Sci Rep· November 2018

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Introduction to Focus Issue: Causation inference and information flow in dynamical systems: Theory and applications.
Erik M Bollt, Jie Sun, Jakob Runge

Chaos· July 2018

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Quantifying information transfer and mediation along causal pathways in complex systems.
Jakob Runge

Phys Rev E Stat Nonlin Soft Matter Phys· December 2015

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Unified functional network and nonlinear time series analysis for complex systems science: The pyunicorn package.
Jonathan F Donges, Jobst Heitzig, Boyan Beronov, Marc Wiedermann, Jakob Runge

Chaos· November 2015

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Identifying causal gateways and mediators in complex spatio-temporal systems.
Jakob Runge, Vladimir Petoukhov, Jonathan F Donges, Jaroslav Hlinka, Nikola Jajcay

Nat Commun· October 2015

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Optimal model-free prediction from multivariate time series.
Jakob Runge, Reik V Donner, Jürgen Kurths

Phys Rev E Stat Nonlin Soft Matter Phys· May 2015

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Quantifying the causal strength of multivariate cardiovascular couplings with momentary information transfer.
Jakob Runge, Maik Riedl, Andreas Müller, Holger Stepan, Jürgen Kurths

Physiol Meas· April 2015

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Disentangling different types of El Niño episodes by evolving climate network analysis.
Alexander Radebach, Reik V Donner, Jakob Runge, Jonathan F Donges, Jürgen Kurths

Phys Rev E Stat Nonlin Soft Matter Phys· November 2013

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Quantifying causal coupling strength: a lag-specific measure for multivariate time series related to transfer entropy.
Jakob Runge, Jobst Heitzig, Norbert Marwan, Jürgen Kurths

Phys Rev E Stat Nonlin Soft Matter Phys· December 2012

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Escaping the curse of dimensionality in estimating multivariate transfer entropy.
Jakob Runge, Jobst Heitzig, Vladimir Petoukhov, Jürgen Kurths

Phys Rev Lett· June 2012

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Momentary information transfer as a coupling measure of time series.
Bernd Pompe, Jakob Runge

Phys Rev E Stat Nonlin Soft Matter Phys· May 2011

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