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J

Jakob Runge

german aerospace centre (dlr)

32H-index
219Paper Count
5.5KCitation Count
Published Papers 31
Publication Date
Evaluating the Robustness of PCMCI1 for Causal Discovery of Flood Drivers
err2025-10-01
err0
PREAI
errMiersch, Peter; Gunther, Wiebke; Runge, Jakob; Zscheischler, Jakob
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Constraining uncertainty in projected precipitation over land with causal discovery
err2025-04-24
err0
errOAAI
errDebeire, Kevin; Bock, Lisa; Nowack, Peer; Runge, Jakob; Eyring, Veronika
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Decreasing aerosols increase the European summer diurnal temperature range
err2025-02-12
err0
errOAAI
errRoesch, Carla M.; Fons, Emilie; Ballinger, Andrew P.; Runge, Jakob; Hegerl, Gabriele C.
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Pushing the frontiers in climate modelling and analysis with machine learning
err2024-08-23
err5
PREAI
errEyring, Veronika; Collins, William D.; Gentine, Pierre; Barnes, Elizabeth A.; Barreiro, Marcelo; Beucler, Tom; Bocquet, Marc; Bretherton, Christopher S.; Christensen, Hannah M.; Dagon, Katherine; Gagne, David John; Hall, David; Hammerling, Dorit; Hoyer, Stephan; Iglesias-Suarez, Fernando; Lopez-Gomez, Ignacio; Mcgraw, Marie C.; Meehl, Gerald A.; Molina, Maria J.; Monteleoni, Claire; Mueller, Juliane; Pritchard, Michael S.; Rolnick, David; Runge, Jakob; Stier, Philip; Watt-Meyer, Oliver; Weigel, Katja; Yu, Rose; Zanna, Laure
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network-based constraint to evaluate climate sensitivity
err2024-08-13
err0
errOAAI
errRicard, Lucile; Falasca, Fabrizio; Runge, Jakob; Nenes, Athanasios
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Changing effects of external forcing on Atlantic-Pacific interactions
err2024-06-11
err0
errOAAI
errKarmouche, Soufiane; Galytska, Evgenia; Meehl, Gerald A.; Runge, Jakob; Weigel, Katja; Eyring, Veronika
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Ozone as an environmental driver of influenza
err2024-05-04
err2
errOAAI
errGuo, Fang; Zhang, Pei; Do, Vivian; Runge, Jakob; Zhang, Kun; Han, Zheshen; Deng, Shenxi; Lin, Hongli; Ali, Sheikh Taslim; Chen, Ruchong; Guo, Yuming; Tian, Linwei
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Causally-Informed Deep Learning to Improve Climate Models and Projections
err2024-02-19
err8
errOAAI
errIglesias-Suarez, Fernando; Gentine, Pierre; Solino-Fernandez, Breixo; Beucler, Tom; Pritchard, Michael; Runge, Jakob; Eyring, Veronika
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Discovering causal relations and equations from data
err2023-12-01
err21
errOAAI
errCamps-Valls, Gustau; Gerhardus, Andreas; Ninad, Urmi; Varando, Gherardo; Martius, Georg; Balaguer-Ballester, Emili; Vinuesa, Ricardo; Diaz, Emiliano; Zanna, Laure; Runge, Jakob
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Evaluating Causal Arctic-Midlatitude Teleconnections in CMIP6
err2023-09-09
err10
errOAAI
errGalytska, Evgenia; Weigel, Katja; Handorf, Doerthe; Jaiser, Ralf; Koehler, Raphael; Runge, Jakob; Eyring, Veronika
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Complex Systems Methods Characterizing Nonlinear Processes in the Near-Earth Electromagnetic Environment: Recent Advances and Open Challenges
err2023-07-12
err16
errOAAI
errBalasis, Georgios; Balikhin, Michael A.; Chapman, Sandra C.; Consolini, Giuseppe; Daglis, Ioannis A.; Donner, Reik V.; Kurths, Jurgen; Palus, Milan; Runge, Jakob; Tsurutani, Bruce T.; Vassiliadis, Dimitris; Wing, Simon; Gjerloev, Jesper W.; Johnson, Jay; Materassi, Massimo; Alberti, Tommaso; Papadimitriou, Constantinos; Manshour, Pouya; Boutsi, Adamantia Zoe; Stumpo, Mirko
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Regime-oriented causal model evaluation of Atlantic-Pacific teleconnections in CMIP6
err2023-03-21
err8
errOAAI
errKarmouche, Soufiane; Galytska, Evgenia; Runge, Jakob; Meehl, Gerald A.; Phillips, Adam S.; Weigel, Katja; Eyring, Veronika
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Decoupling between ecosystem photosynthesis and transpiration: a last resort against overheating
err2022-03-14
err34
errOAAI
errKrich, Christopher; Mahecha, Miguel D.; Migliavacca, Mirco; De Kauwe, Martin G.; Griebel, Anne; Runge, Jakob; Miralles, Diego G.
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Network-based forecasting of climate phenomena
err2021-11-15
err36
errOAAI
errLudescher, Josef; Martin, Maria; Boers, Niklas; Bunde, Armin; Ciemer, Catrin; Fan, Jingfang; Havlin, Shlomo; Kretschmer, Marlene; Kurths, Juergen; Runge, Jakob; Stolbova, Veronika; Surovyatkina, Elena; Schellnhuber, Hans Joachim
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Functional convergence of biosphere-atmosphere interactions in response to meteorological conditions
err2021-04-16
err7
errOAAI
errKrich, Christopher; Migliavacca, Mirco; Miralles, Diego G.; Kraemer, Guido; El-Madany, Tarek S.; Reichstein, Markus; Runge, Jakob; Mahecha, Miguel D.
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A Data-Driven Approach to Partitioning Net Ecosystem Exchange Using a Deep State Space Model
err2021-01-01
err2
errOAAI
errTrifunov, Violeta Teodora; Shadaydeh, Maha; Runge, Jakob; Reichstein, Markus; Denzler, Joachim
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Dominant patterns of interaction between the tropics and mid-latitudes in boreal summer: causal relationships and the role of timescales
err2020-10-15
err24
errOAAI
errDi Capua, Giorgia; Runge, Jakob; Donner, Reik V.; van den Hurk, Bart; Turner, Andrew G.; Vellore, Ramesh; Krishnan, Raghavan; Coumou, Dim
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