Webrelaunch 2020
Photo of Benedikt Schulz

Benedikt Schulz M.Sc.

  • Karlsruhe Institute of Technology (KIT)
    Institute of Stochastics
    Englerstraße 2
    76131 Karlsruhe

Within project C5 of the Transregional Collaborative Research Center Waves to Weather („Dynamical feature-based ensemble postprocessing of wind gusts within European winter storms“) I am working on methods for statistical postprocessing of weather forecasts. We focus on ensemble forecasts of wind gusts and apply modern machine learning methods like neural networks.

Current List of Courses
Semester Titel Typ
Summer Semester 2021 Lecture
Proseminar

Working papers

  • Schulz, B. and Lerch, S. (2021): Machine learning methods for postprocessing ensemble forecasts of wind gusts: A systematic comparison. arxiv:2106.09512.

Publications

  • Schulz, B., El Ayari, M., Lerch, S. and Baran, S. (2021): Post-processing numerical weather prediction ensembles for probabilistic solar irradiance forecasting. Solar Energy, 220, 1016-1031. doi:10.1016/j.solener.2021.03.023.

Conferences and workshops

  • ICCARUS 2021, online, talk: Statistical and machine learning methods for postprocessing ensemble forecasts of wind gusts.
  • VALPRED 2020, Aussois, talk: Calibrating and combining probability forecasts.