Rafał Weron

Wrocław University of Science and Technology — Poland

Engineering · Physical Sciences

49h-index9.9kcitations331works6.32yr avg
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Research Topics

Energy Load and Power Forecasting(133), Electric Power System Optimization(116), Market Dynamics and Volatility(53), Complex Systems and Time Series Analysis(41), Stochastic processes and financial applications(34)

Publications331 total

PostForecasts.jl: A Julia package for probabilistic forecasting by postprocessing point predictions
SoftwareX·2025· 1 citedOpen Access
Probabilistic intraday electricity price forecasting using generative machine learning
arXiv (Cornell University)·2025Open Access
Cost-benefit analysis of a municipal waste management project: Using a survey of professional forecasters to provide reliable projections until 2035
Journal of Cleaner Production·2025· 3 cited
Probabilistic intraday electricity price forecasting using generative machine learning
SSRN Electronic Journal·2025Open Access
Extrapolating the long-term seasonal component of electricity prices for forecasting in the day-ahead market
Journal of commodity markets·2024· 6 citedOpen Access
Postprocessing of point predictions for probabilistic forecasting of day-ahead electricity prices: The benefits of using isotonic distributional regression
Energy Economics·2024· 10 citedOpen Access
Energy Forecasting: A Review and Outlook
RePEc: Research Papers in Economics·2024· 30 citedOpen Access
Postprocessing of point predictions for probabilistic forecasting of day-ahead electricity prices: The benefits of using isotonic distributional regression
arXiv (Cornell University)·2024Open Access
Operational Research: methods and applications
Journal of the Operational Research Society·2023· 85 citedOpen Access
Combining predictive distributions of electricity prices: Does minimizing the CRPS lead to optimal decisions in day-ahead bidding?
arXiv (Cornell University)·2023· 1 citedOpen Access
Forecasting Electricity Prices
Oxford Research Encyclopedia of Economics and Finance·2023· 7 cited
Distributional neural networks for electricity price forecasting
Energy Economics·2023· 75 cited
Operational Research: Methods and Applications
Edinburgh Research Explorer (University of Edinburgh)·2023· 5 citedOpen Access
Combining predictive distributions of electricity prices. Does minimizing the CRPS lead to optimal decisions in day-ahead bidding?
Badania Operacyjne i Decyzje/Operations Research and Decisions·2023· 11 citedOpen Access
Distributional neural networks for electricity price forecasting
arXiv (Cornell University)·2022· 6 citedOpen Access
Trading on short-term path forecasts of intraday electricity prices
Energy Economics·2022· 17 cited
Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx
International Journal of Forecasting·2022· 193 citedOpen Access
Forecasting Electricity Prices
arXiv (Cornell University)·2022· 2 citedOpen Access
Electricity Price Forecasting: The Dawn of Machine Learning
IEEE Power and Energy Magazine·2022· 58 citedOpen Access
Calibration window selection based on change-point detection for forecasting electricity prices
arXiv (Cornell University)·2022· 1 citedOpen Access
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Frequent Co-authors

Grzegorz Marcjasz(10), Jakub Nowotarski(8), Bartosz Uniejewski(6), Adam Misiorek(4), Tao Hong(3), Aleksander Weron(3), Jesus Lago(2), Bidong Liu(2), Stefan Trück(2), Stefan Trueck(2), Florian Ziel(2), Pavel Čı́žek(2), Wolfgang Karl Härdle(2), Joanna Janczura(2), Katarzyna Maciejowska(2), Katarzyna Sznajd-Weron(2), Arkadiusz Jędrzejewski(2), Pierre Pinson(1), Yi Wang(1), Dazhi Yang(1)