JH
Jobst Heitzig
physics.soc-phphysics.data-ancs.AIecon.THnlin.CDnlin.AOcs.CYcs.LGcs.GTcs.MA
On Valency
published · living versionsW_98nthc8g·v1 · currentpublished
Quantifying Causal Coupling Strength: A Lag-specific Measure For Multivariate Time Series Related To Transfer Entropy
with Jakob Runge, Norbert Marwan, Jürgen Kurths
1 version
Preprints & journals
59 papers in the corpus · 2011–2026A Fair Objective for Human-Empowerment-Preserving AI: Desiderata, Design, and Likely Behavioral Consequences2608.08240v1 · Jobst Heitzig, Ram Potham2026 · 0 citationsarXiv
Self-similarity of mobility networks2607.08853v1 · Ying-Yue Lyu, Xiao-Yong Yan, Bin Jia et al.2026 · 0 citationsarXiv
Unbiased Canonical Set-Valued Oracles Via Lattice Theory2606.26418v3 · Jobst Heitzig2026 · 0 citationsarXiv
Full-Stack Alignment: Co-Aligning AI and Institutions with Thick Models of Value2512.03399v1 · Joe Edelman, Tan Zhi-Xuan, Ryan Lowe et al.2025 · 0 citationsarXiv
Model-Based Soft Maximization of Suitable Metrics of Long-Term Human Power2508.00159v2 · Jobst Heitzig, Ram Potham2025 · 0 citationsarXiv
Macroscopic Stochastic Model for Economic Cycle Dynamics.39951568 · Nagel, Sören, Heitzig, Jobst, Schöll, Eckehard2025 · 1 citationPhysical review letters. 2025;134(4):047402
Deterministic Model of Incremental Multi-Agent Boltzmann Q-Learning: Transient Cooperation, Metastability, and Oscillations2501.00160v1 · David Goll, Jobst Heitzig, Wolfram Barfuss2024 · 0 citationsarXiv
Recent achievements in nonlinear dynamics, synchronization, and networks.39441891 · Ghosh, Dibakar, Marwan, Norbert, Small, Michael et al.2024 · 11 citationsChaos (Woodbury, N.Y.). 2024;34(10)
Non-maximizing policies that fulfill multi-criterion aspirations in expectation2408.04385v2 · Simon Dima, Simon Fischer, Jobst Heitzig et al.2024 · 0 citationsIn: Freeman, R., Mattei, N. (eds) Algorithmic Decision Theory. ADT 2024. Lecture Notes in Computer Science(), vol 15248. Springer, Cham (2025)
Strategic control for a Boltzmann like decision-making model2405.10915v2 · Luis Guillermo Venegas-Pineda, Hildeberto Jard'on-Kojakhmetov, Maximilian Engel et al.2024 · 0 citationsarXiv
Learning interpretable collective variables for spreading processes on networks.38491651 · Lücke, Marvin, Winkelmann, Stefanie, Heitzig, Jobst et al.2024 · 4 citationsPhysical review. E. 2024;109(2):L022301
Enabling the Digital Democratic Revival: A Research Program for Digital Democracy2401.16863v1 · Davide Grossi, Ulrike Hahn, Michael Mas et al.2024 · 2 citationsarXiv
A Dynamic Network Model of Societal Complexity and Resilience Inspired by Tainter's Theory of Collapse.38392354 · Schunck, Florian, Wiedermann, Marc, Heitzig, Jobst et al.2024 · 10 citationsEntropy (Basel, Switzerland). 2024;26(2)
Improving International Climate Policy via Mutually Conditional Binding Commitments2307.14266v1 · Jobst Heitzig, Jorg Oechssler, Christoph Proschel et al.2023 · 0 citationsarXiv
Improving International Climate Policy via Mutually Conditional Binding Commitments2307.14267v1 · Jobst Heitzig, Jorg Oechssler, Christoph Proschel et al.2023 · 1 citationarXiv
Resilience basins of complex systems: An application to prosumer impacts on power grids.37352506 · Bien, Samuel, Schultz, Paul, Heitzig, Jobst et al.2023 · 3 citationsChaos (Woodbury, N.Y.). 2023;33(6)
Probability-Based Estimation2304.06159v1 · Jobst Heitzig2023 · 0 citationsarXiv
Optimizing testing strategies for early detection of disease outbreaks in animal trade networks via MCMC.37114989 · Ansari, Sara, Heitzig, Jobst, Moosavi, Mohammad R2023 · 4 citationsChaos (Woodbury, N.Y.). 2023;33(4)
Can intensification of cattle ranching reduce deforestation in the Amazon? Insights from an agent-based social-ecological modelx5q9j_v1 · Finn Müller-Hansen, Jobst Heitzig, Jonathan Donges et al.2023 · 60 citationsSocArXiv
Large population limits of Markov processes on random networks2210.02934v2 · Marvin Lucke, Jobst Heitzig, P'eter Koltai et al.2022 · 3 citationsarXiv
Conceptualizing World-Earth System resilience: Exploring transformation pathways towards a safe and just operating space for humanity2204.04471v1 · John M. Anderies, Wolfram Barfuss, Jonathan F. Donges et al.2022 · 1 citationarXiv
An Axiomatic Approach to Formalized Responsibility Ascription2111.06711v2 · Sarah Hiller, Jonas Israel, Jobst Heitzig2021 · 2 citationsarXiv
Quantifying Responsibility with Probabilistic Causation -- The Case of Climate Action2111.02304v1 · Sarah Hiller, Jobst Heitzig2021 · 1 citationarXiv
Emergent inequality and business cycles in a simple behavioral macroeconomic model.34215696 · Asano, Yuki M, Kolb, Jakob J, Heitzig, Jobst et al.2021 · 15 citationsProceedings of the National Academy of Sciences of the United States of America. 2021;118(27)
Statistical Analysis of Tipping Pathways in Agent-Based Models2103.02883v1 · Luzie Helfmann, Jobst Heitzig, P'eter Koltai et al.2021 · 12 citationsarXiv
Moving the epidemic tipping point through topologically targeted social distancing.34221247 · Ansari, Sara, Anvari, Mehrnaz, Pfeffer, Oskar et al.2026 · 11 citationsThe European physical journal. Special topics. 2021;230(16-17):3273-3280
Dose-response functions and surrogate models for exploring social contagion in the Copenhagen Networks Study.34611486 · Donges, Jonathan F, Lochner, Jakob H, Kitzmann, Niklas H et al.2023 · 5 citationsThe European physical journal. Special topics. 2021;230(16-17):3311-3334
Modelling nonlinear dynamics of interacting tipping elements on complex networks: the PyCascades package2011.02031v2 · Nico Wunderling, Jonathan Kronke, Valentin Wohlfarth et al.2020 · 30 citationsEuropean Physical Journal Special Topics 230, 3163-3176 (2021)
Social tipping processes for sustainability: An analytical framework2010.04488v1 · Ricarda Winkelmann, Jonathan F. Donges, E. Keith Smith et al.2020 · 20 citationsEcological Economics 192, 107242 (2022)
Macroscopic approximation methods for the analysis of adaptive networked agent-based models: Example of a two-sector investment model.33212629 · Kolb, Jakob J, Müller-Hansen, Finn, Kurths, Jürgen et al.2020 · 2 citationsPhysical review. E. 2020;102(4-1):042311
A modeler's guide to studying the resilience of social-technical-environmental systems2007.05769v3 · Lea A. Tamberg, Jobst Heitzig, Jonathan F. Donges2020 · 17 citationsarXiv
Degrees of individual and groupwise backward and forward responsibility in extensive-form games with ambiguity, and their application to social choice problems2007.07352v1 · Jobst Heitzig, Sarah Hiller2020 · 1 citationarXiv
Efficient democratic decisions via nondeterministic proportional consensus2006.06548v1 · Jobst Heitzig, Forest W. Simmons2020 · 0 citationsarXiv
Deep reinforcement learning in World-Earth system models to discover sustainable management strategies.31893656 · Strnad, Felix M, Barfuss, Wolfram, Donges, Jonathan F et al.2020 · 25 citationsChaos (Woodbury, N.Y.). 2019;29(12):123122
Domino Effects in the Earth System -- The potential role of wanted tipping points1911.10063v2 · Marc Wiedermann, Ricarda Winkelmann, Jonathan F. Donges et al.2019 · 1 citationarXiv
Emergent inequality and endogenous dynamics in a simple behavioral macroeconomic model1907.02155v1 · Yuki M. Asano, Jakob J. Kolb, Jobst Heitzig et al.2019 · 6 citationsarXiv
Impact of Network Topology on the Stability of DC Microgrids1905.06429v3 · Julian F. Wienand, David Eidmann, Julian Kremers et al.2019 · 11 citationsChaos 29, 113109 (2019)
Divestment may burst the carbon bubble if investors' beliefs tip to anticipating strong future climate policy1902.07481v1 · Birte Ewers, Jonathan F. Donges, Jobst Heitzig et al.2019 · 2 citationsarXiv
Recurrence threshold selection for obtaining robust recurrence characteristics in different embedding dimensions.30180619 · Kraemer, K Hauke, Donner, Reik V, Heitzig, Jobst et al.2018 · 94 citationsChaos (Woodbury, N.Y.). 2018;28(8):085720
Erratum: The Dynamics of Coalition Formation on Complex Networks.29749389 · Auer, S, Heitzig, J, Kornek, U et al.2019 · 0 citationsScientific reports. 2018;8:46983
Dimension-scalable recurrence threshold estimation1802.01605v2 · K. Hauke Kramer, Reik V. Donner, Jobst Heitzig et al.2018 · 3 citationsarXiv
Abrupt transitions in time series with uncertainties.29298987 · Goswami, Bedartha, Boers, Niklas, Rheinwalt, Aljoscha et al.2018 · 74 citationsNature communications. 2018;9(1):48
The Contribution of Different Electric Vehicle Control Strategies to Dynamical Grid Stability1708.03531v1 · Sabine Auer, Casper Roos, Jobst Heitzig et al.2017 · 5 citationsarXiv
From lakes and glades to viability algorithms: Automatic classification of system states according to the Topology of Sustainable Management1706.04542v4 · Tim Kittel, Finn Muller-Hansen, Rebekka Koch et al.2017 · 3 citationsarXiv
Comparison of electricity market designs for stable decentralized power grids1704.04644v2 · Jobst Heitzig, Hildegard Meyer-Ortmanns, Sabine Auer2017 · 1 citationarXiv
Sustainability, collapse and oscillations of global climate, population and economy in a simple World-Earth model1702.01050v1 · Jan Nitzbon, Jobst Heitzig, Ulrich Parlitz2017 · 2 citationsarXiv
A Network of Networks Approach to Interconnected Power Grids1701.06968v1 · Paul Schultz, Frank Hellmann, Jobst Heitzig et al.2016 · 3 citationsarXiv
A Random Growth Model for Power Grids and Other Spatially Embedded Infrastructure Networks1602.02562v1 · Paul Schultz, Jobst Heitzig, Jurgen Kurths2016 · 112 citationsEPJ ST 223 (2014) 2593-2610
Unified functional network and nonlinear time series analysis for complex systems science: The pyunicorn package.26627561 · Donges, Jonathan F, Heitzig, Jobst, Beronov, Boyan et al.2016 · 134 citationsChaos (Woodbury, N.Y.). 2015;25(11):113101
The Dynamics of Coalition Formation on Complex Networks.26303622 · Auer, S, Heitzig, J, Kornek, U et al.2016 · 25 citationsScientific reports. 2015;5:13386
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