Jakob Runge (J Runge)

Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Venues

Nature communications

Chaos (Woodbury, N.Y.)

Science advances

Scientific reports

German Aerospace Center

Potsdam Institute for Climate Impact Research (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

German Aerospace Center Oct 01 2017

Germany

Group Leader :: Institute of Data Science

Imperial College London Feb 01 2016 - Sep 30 2017

United Kingdom

Research Associate :: Grantham Institute - Climate Change and the Environment

Education History

Potsdam Institute for Climate Impact Research - Aug 14 2014

Germany

PHD :: Transdisciplinary Concepts and Methods

Publications

Jakob Runge
Modern causal inference approaches to investigate biodiversity-ecosystem functioning relationships. Nature communications 14 (1) (2023)
Peer J Nowack, Jakob Runge, Veronika Eyring, Joanna D Haigh
Causal networks for climate model evaluation and constrained projections. Nature communications 11 (1) (2020)
Elena Saggioro, Jana de Wiljes, Marlene Kretschmer, Jakob Runge
Reconstructing regime-dependent causal relationships from observational time series. Chaos (Woodbury, N.Y.) 30 (11) (2020)
Jakob Runge, Sebastian Bathiany, Erik Bollt, Gustau Camps-Valls, Dim Coumou, Ethan Deyle, Clark Glymour, Marlene Kretschmer, Miguel D Mahecha, Jordi Muñoz-Marí, Egbert H van Nes, Jonas Peters, Rick Quax, Markus Reichstein, Marten Scheffer, Bernhard Schölkopf, Peter Spirtes, George Sugihara, Jie Sun, Kun Zhang, Jakob Zscheischler
Inferring causation from time series in Earth system sciences. Nature communications 10 (1) (2019)
Jakob Runge, Peer J Nowack, Marlene Kretschmer, Seth Flaxman, Dino Sejdinovic
Detecting and quantifying causal associations in large nonlinear time series datasets. Science advances 5 (11) (2019)
Jakob Runge
Causal network reconstruction from time series: From theoretical assumptions to practical estimation. Chaos (Woodbury, N.Y.) 28 (7) (2018)
Erik M Bollt, Jie Sun, Jakob Runge
Introduction to Focus Issue: Causation inference and information flow in dynamical systems: Theory and applications. Chaos (Woodbury, N.Y.) 28 (7) (2018)
Jakob Runge, Georgios Balasis, Ioannis A Daglis, Constantinos Papadimitriou, Reik V Donner
Common solar wind drivers behind magnetic storm-magnetospheric substorm dependency. Scientific reports 8 (1) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jakob Runge (J Runge)