Sebastian Lerch
Scholar

Sebastian Lerch

Google Scholar ID: BtyrhfgAAAAJ
University of Marburg
Statistics and ProbabilityForecastingMachine Learning
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Citations & Impact
All-time
Citations
3,205
 
H-index
27
 
i10-index
37
 
Publications
20
 
Co-authors
10
list available
Contact
No contact links provided.
Publications
8 items
Towards Fair Comparisons of AI- and Physics-Based Weather Models for Extreme Events via the Weighted Potential CRPS
2026
Cited
0
Uncertainty Quantification in Forecast Comparisons
2026
Cited
0
Energy-Arena: A Dynamic Benchmark for Operational Energy Forecasting
2026
Cited
0
Post-processing of ensemble photovoltaic power forecasts with distributional and quantile regression methods
2025
Cited
0
Operational convection-permitting COSMO/ICON ensemble predictions at observation sites (CIENS)
2025
Cited
0
Probabilistic measures afford fair comparisons of AIWP and NWP model output
2025
Cited
0
Probabilistic intraday electricity price forecasting using generative machine learning
2025
Cited
0
Learning low-dimensional representations of ensemble forecast fields using autoencoder-based methods
2025
Cited
0
Resume (English only)
Co-authors
10 total
Sándor Baran
Sándor Baran
Professor, University of Debrecen
Tilmann Gneiting
Tilmann Gneiting
Heidelberg Institute for Theoretical Studies (HITS), Karlsruhe Institute of Technology (KIT)
Fabian Krüger
Fabian Krüger
Karlsruhe Institute of Technology
Thordis L. Thorarinsdottir
Thordis L. Thorarinsdottir
University of Oslo
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Will Chapman
Will Chapman
University of Colorado Boulder
Jonas Bhend
Jonas Bhend
Office of Meteorology and Climatology MeteoSwiss