Jakob Runge
Scholar

Jakob Runge

Google Scholar ID: wtXVvuUAAAAJ
University of Potsdam
Causal InferenceTime SeriesStatistics and MLInformation TheoryEarth Sciences
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Citations & Impact
All-time
Citations
7,925
 
H-index
36
 
i10-index
61
 
Publications
20
 
Co-authors
9
list available
Contact
No contact links provided.
Publications
8 items
Structural Causal Bottleneck Models
2026
Cited
0
Context-Specific Causal Graph Discovery with Unobserved Contexts: Non-Stationarity, Regimes and Spatio-Temporal Patterns
2025
Cited
0
Multidata Causal Discovery for Statistical Hurricane Intensity Forecasting
2025
Cited
0
Causal discovery on vector-valued variables and consistency-guided aggregation
2025
Cited
0
Using Time Structure to Estimate Causal Effects
2025
Cited
0
Unitless Unrestricted Markov-Consistent SCM Generation: Better Benchmark Datasets for Causal Discovery
2025
Cited
0
Sanity Checking Causal Representation Learning on a Simple Real-World System
2025
Cited
0
Internal Incoherency Scores for Constraint-based Causal Discovery Algorithms
2025
Cited
0
Resume (English only)
Co-authors
9 total
Jürgen Kurths
Jürgen Kurths
Professor of Physics, Humboldt University Berlin
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Jaroslav Hlinka
Jaroslav Hlinka
Institute of Computer Science, Czech Academy of Sciences
David Hartman
David Hartman
The Institute of Computer Science of the Czech Academy of Sciences
Co-author 7
Co-author 7
Co-author 8
Co-author 8