Identifying causal gateways and mediators in complex spatio-temporal systems

Optimal model-free prediction from multivariate time series

(2015) Jakob Runge et al.   PHYSICAL REVIEW E

Detecting Functional Hubs of Ictogenic Networks

(2014) Frederic Zubler et al.   BRAIN TOPOGRAPHY

Non-random correlation structures and dimensionality reduction in multivariate climate data

(2014) Martin Vejmelka et al.   CLIMATE DYNAMICS

Multiscale Atmospheric Dynamics: Cross-Frequency Phase-Amplitude Coupling in the Air Temperature

(2014) Milan Paluš   PHYSICAL REVIEW LETTERS

How dead ends undermine power grid stability

(2014) Peter J. Menck et al.   Nature Communications

Prediction of extreme floods in the eastern Central Andes based on a complex networks approach

(2014) N. Boers et al.   Nature Communications

Seasonal aspects of the recent pause in surface warming

(2014) Kevin E. Trenberth et al.   Nature Climate Change

Reliability of Inference of Directed Climate Networks Using Conditional Mutual Information

(2013) Jaroslav Hlinka et al.   Entropy

Weakening of atmospheric information flow in a warming climate in the Community Climate System Model

(2013) Yi Deng et al.   GEOPHYSICAL RESEARCH LETTERS

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

(2013) Jakob Runge et al.   JOURNAL OF CLIMATE

Quasiresonant amplification of planetary waves and recent Northern Hemisphere weather extremes

(2013) V. Petoukhov et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

BOOLEAN DELAY EQUATIONS ON NETWORKS IN ECONOMICS AND THE GEOSCIENCES

(2012) BARBARA COLUZZI et al.   INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS

Causal Discovery for Climate Research Using Graphical Models

(2012) Imme Ebert-Uphoff et al.   JOURNAL OF CLIMATE

Systemic risk on different interbank network topologies

(2012) Simone Lenzu et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Quantifying causal coupling strength: A lag-specific measure for multivariate time series related to transfer entropy

(2012) Jakob Runge et al.   PHYSICAL REVIEW E

Escaping the Curse of Dimensionality in Estimating Multivariate Transfer Entropy

(2012) Jakob Runge et al.   PHYSICAL REVIEW LETTERS

A measure of individual role in collective dynamics

(2012) Konstantin Klemm et al.   Scientific Reports

A review of climate geoengineering proposals

(2011) Naomi E. Vaughan et al.   CLIMATIC CHANGE

The 2010 Pakistan Flood and Russian Heat Wave: Teleconnection of Hydrometeorological Extremes

(2011) William K. M. Lau et al.   JOURNAL OF HYDROMETEOROLOGY

Functional network analysis reveals differences in the semantic priming task

(2011) Stefan Schinkel et al.   JOURNAL OF NEUROSCIENCE METHODS

Anthropogenic greenhouse gas contribution to flood risk in England and Wales in autumn 2000

(2011) Pardeep Pall et al.   NATURE

Systemic risk in banking ecosystems

(2011) Andrew G. Haldane et al.   NATURE

Graphical modelling of multivariate time series

(2011) Michael Eichler   PROBABILITY THEORY AND RELATED FIELDS

Increase of extreme events in a warming world

(2011) S. Rahmstorf et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The backbone of the climate network

(2009) J. F. Donges et al.   EPL

Influence of interactive stratospheric chemistry on large-scale air mass exchange in a global circulation model

(2009) T. Orgis et al.   European Physical Journal-Special Topics

On Granger causality and the effect of interventions in time series

(2009) Michael Eichler et al.   LIFETIME DATA ANALYSIS

Complex brain networks: graph theoretical analysis of structural and functional systems

(2009) Ed Bullmore et al.   NATURE REVIEWS NEUROSCIENCE

Geoengineering climate by stratospheric sulfur injections: Earth system vulnerability to technological failure

(2008) Victor Brovkin et al.   CLIMATIC CHANGE

On the Role of Atmospheric Teleconnections in Climate

(2008) Anastasios A. Tsonis et al.   JOURNAL OF CLIMATE

Climate Networks around the Globe are Significantly Affected by El Niño

(2008) K. Yamasaki et al.   PHYSICAL REVIEW LETTERS