26 citations · 55 across the 6 of their papers we have counts for
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physics.ao-ph2022★ 26 cited
Generative machine learning methods for multivariate ensemble post-processing
Jieyu Chen, Tim Janke, Florian Steinke +1
Ensemble weather forecasts based on multiple runs of numerical weather prediction models typically show systematic errors and require post-processing to obtain reliable forecasts.…
eess.SY2022★ 1 cited
Bidding and Scheduling in Energy Markets: Which Probabilistic Forecast Do We Need?
Mario Beykirch, Tim Janke, Florian Steinke
Probabilistic forecasting in combination with stochastic programming is a key tool for handling the growing uncertainties in future energy systems. Derived from a general stochasti…