Analyzing Uncertainty Quantification in Statistical and Deep Learning Models for Probabilistic Electricity Price Forecasting.

Stephan Schlüter

Andreas Lebedev Abhinav Das Sven Pappert Stephan Schlüter Analyzing Uncertainty Quantification in Statistical and Deep Learning Models for Probabilistic Electricity Price Forecasting. 2026 52162-52189 14 IEEE Access https://doi.org/10.1109/ACCESS.2026.3672716 db/journals/access/access14.html#LebedevDPS26 streams/journals/access

Abhinav Das Stephan Schlüter Regime-Aware Conditional Neural Processes with Multi-Criteria Decision Support for Operational Electricity Price Forecasting. 2025 August abs/2508.00040 CoRR https://doi.org/10.48550/arXiv.2508.00040 db/journals/corr/corr2508.html#abs-2508-00040 streams/journals/corr

Andreas Lebedev Abhinav Das Sven Pappert Stephan Schlüter Analyzing Uncertainty Quantification in Statistical and Deep Learning Models for Probabilistic Electricity Price Forecasting. 2025 September abs/2509.19417 CoRR https://doi.org/10.48550/arXiv.2509.19417 db/journals/corr/corr2509.html#abs-2509-19417 streams/journals/corr

Abhinav Das Stephan Schlüter Bayesian Neural Networks with Monte Carlo Dropout for Probabilistic Electricity Price Forecasting. 2025 November abs/2511.11701 CoRR https://doi.org/10.48550/arXiv.2511.11701 db/journals/corr/corr2511.html#abs-2511-11701 streams/journals/corr

Stephan Schlüter Sven Pappert Martin Neumann Interval Forecasts for Gas Prices in the Face of Structural Breaks - Statistical Models vs. Neural Networks. 2024 abs/2407.16723 CoRR https://doi.org/10.48550/arXiv.2407.16723 db/journals/corr/corr2407.html#abs-2407-16723 streams/journals/corr

Abhinav Das Stephan Schlüter Lorenz Schneider Electricity Price Prediction Using Multi-Kernel Gaussian Process Regression combined with Kernel-Based Support Vector Regression. 2024 abs/2412.00123 CoRR https://doi.org/10.48550/arXiv.2412.00123 db/journals/corr/corr2412.html#abs-2412-00123 streams/journals/corr

Young-Seok Hwang Stephan Schlüter Seong-Il Park Jung-Sup Um Comparative Evaluation for Tracking the Capability of Solar Cell Malfunction Caused by Soil Debris between UAV Video versus Photo-Mosaic. 1220 2022 14 Remote. Sens. 5 https://doi.org/10.3390/rs14051220 db/journals/remotesensing/remotesensing14.html#HwangSPU22

Young-Seok Hwang Stephan Schlüter Jung-Sup Um Spatial Cross-Correlation of GOSAT CO2 Concentration with Repeated Heat Wave-Induced Photosynthetic Inhibition in Europe from 2009 to 2017. 4536 2022 14 Remote. Sens. 18 https://doi.org/10.3390/rs14184536 db/journals/remotesensing/remotesensing14.html#HwangSU22

Young-Seok Hwang Stephan Schlüter Seong-Il Park Jung-Sup Um Comparative Evaluation of Mapping Accuracy between UAV Video versus Photo Mosaic for the Scattered Urban Photovoltaic Panel. 2745 2021 13 Remote. Sens. 14 https://doi.org/10.3390/rs13142745 db/journals/remotesensing/remotesensing13.html#HwangSPU21

Young-Seok Hwang Stephan Schlüter Jung-Joo Lee Jung-Sup Um Evaluating the Correlation between Thermal Signatures of UAV Video Stream versus Photomosaic for Urban Rooftop Solar Panels. 4770 2021 13 Remote. Sens. 23 https://doi.org/10.3390/rs13234770 db/journals/remotesensing/remotesensing13.html#HwangSLU21

Abhinav Das Young-Seok Hwang Andreas Lebedev Jung-Joo Lee Martin Neumann Sven Pappert Seong-Il Park Lorenz Schneider Jung-Sup Um