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Sebastian Lerch

Professor

Philipps-Universität Marburg

Germany

Research Interests

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Professors in Germany

Articles (11)

Year:

2026

Year:

2026

Year:

2025

Year:

2025

Year:

2024

Year:

2024

Year:

2024

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2024

Year:

2023

Year:

2023

Year:

2023

Collaborators (16)

Bruno Majone

Associate Professor

University of Trento

ITALY

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Martin János Mayer

associate professor

Budapest University of Technology and Economics

HUNGARY

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Stefanie Hollborn

Head of division

Deutscher Wetterdienst

GERMANY

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David Jobst

University of Hildesheim

GERMANY

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Bert Van Schaeybroeck

Ghent University

BELGIUM

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Diego Avesani

University of Trieste

ITALY

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Joaquim G. Pinto

Professor

Karlsruhe Institute of Technology

GERMANY

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Cristina Primo

Deutscher Wetterdienst

GERMANY

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Benedikt Schulz

Karlsruhe Institute of Technology

GERMANY

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Rüdiger Westermann

Professur

Technical University of Munich (TUM)

GERMANY

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Tilmann Gneiting

Group Leader

Heidelberg Institute for Theoretical Studies

GERMANY

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Mária Nagy-Lakatos

Lecturer

University of Debrecen

HUNGARY

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Barbara Verfürth

GERMANY

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Peter Knippertz

Professor

Karlsruher Institut für Technologie

GERMANY

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Dazhi Yang

Professor

Harbin Institute of Technology

CHINA

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Sándor Baran

Full Professor

University of Debrecen

HUNGARY

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Sebastian Lerch

Research Interests

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Articles (11)

Post-processing of ensemble photovoltaic power forecasts with distributional and quantile regression methods

Operational Convection‐Permitting COSMO/ICON Ensemble Predictions at Observation Sites (CIENS)

TEEMLEAP—A New Testbed for Exploring Machine Learning in Atmospheric Prediction for Research and Education

Performance assessment of neural network models for seasonal weather forecast postprocessing in the Alpine region

Postprocessing of Ensemble Weather Forecasts Using Permutation-Invariant Neural Networks

Random Forests’ Postprocessing Capability of Enhancing Predictive Skill on Subseasonal Time Scales—A Flow-Dependent View on Central European Winter Weather

Multivariate post‐processing of probabilistic sub‐seasonal weather regime forecasts

Generative machine learning methods for multivariate ensemble postprocessing

Probabilistic solar forecasting: Benchmarks, post-processing, verification

Comparison of multivariate post‐processing methods using global ECMWF ensemble forecasts

The EUPPBench postprocessing benchmark dataset v1.0

Collaborators (16)

Bruno Majone

Martin János Mayer

Stefanie Hollborn

David Jobst

Bert Van Schaeybroeck

Diego Avesani

Joaquim G. Pinto

Cristina Primo

Benedikt Schulz

Rüdiger Westermann

Tilmann Gneiting

Mária Nagy-Lakatos

Barbara Verfürth

Peter Knippertz

Dazhi Yang

Sándor Baran

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