Jakob Runge

发表

Energy, Sustainable Development and Integrated Assessment Models

Jan Christoph Steckel, Robert J. Brecha, Jessica Strefler, 2011 .

Recent progress and new methods for detecting causal relations in large nonlinear time series datasets

Jakob Runge, J. Runge, 2020 .

Sound comparisons: a new online database and resource for research in phonetic diversity

Cormac Anderson, Jakob Runge, Ana Suelly Arruda Câmara Cabral, 2019 .

Climate Informatics: Methods and Applications I

Gustau Camps-Valls, Jakob Runge, Veronika Eyring, 2018 .

Inferring causation from time series in Earth system sciences

Bernhard Schölkopf, Marten Scheffer, Markus Reichstein, 2019, Nature Communications.

Domain Knowledge Integration for Causality Analysis of Carbon-Cycle Variables

Jakob Runge, Veronika Eyring, Joachim Denzler, 2018 .

High-recall causal discovery for autocorrelated time series with latent confounders pdf

Jakob Runge, Andreas Gerhardus, 2020, NeurIPS.

Causal Discovery as a novel approach for CMIP6 climate model evaluation

Jakob Runge, Veronika Eyring, Kevin Debeire, 2020 .

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

Jakob Runge, Jürgen Kurths, Vladimir Petoukhov, 2014 .

The Causality for Climate Competition

Jordi Muñoz-Marí, Gustau Camps-Valls, Jakob Runge, 2019, NeurIPS.

Reconstructing regime-dependent causal relationships from observational time series.

Jakob Runge, Marlene Kretschmer, Elena Saggioro, 2020, Chaos.

Overcoming autocorrelation biases for causal inference in large nonlinear geoscientific time series datasets

Jakob Runge, Seth R. Flaxman, Dino Sejdinovic, 2017 .

Introduction to Focus Issue: Causation inference and information flow in dynamical systems: Theory and applications.

Jakob Runge, Jie Sun, Erik M Bollt, 2018, Chaos.

Causal networks for climate model evaluation and constrained projections

Jakob Runge, Veronika Eyring, Joanna D. Haigh, 2020, Nature Communications.

A Data-Driven Approach to Partitioning Net Ecosystem Exchange Using a Deep State Space Model

Markus Reichstein, Jakob Runge, Maha Shadaydeh, 2021, IEEE Access.

EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task

Markus Reichstein, Christian Requena-Mesa, Jakob Runge, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Turn down the heat : climate extremes, regional impacts, and the case for resilience - full report

Jakob Runge, Reik V. Donner, Joeri Rogelj, 2013 .

Detecting and quantifying causality from time series of complex systems

Jakob Runge, J. Runge, 2014 .

Common solar wind drivers behind magnetic storm–magnetospheric substorm dependency

Georgios Balasis, Jakob Runge, Constantinos Papadimitriou, 2017, Scientific Reports.