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Marcel Arpogaus

Observed names: Arpogaus, Marcel, M. Arpogaus
ORCID: 0000-0003-1417-3896
Observed ORCID: 0000-0003-1417-3896
OpenAlex ID: A5029807614
Short-Term Density Forecasting of Low-Voltage Load Using Bernstein-Polynomial Normalizing Flows
2023 · Marcel Arpogaus, Marcus Voss, et al. · IEEE Transactions on Smart Grid · 33
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Probabilistic indoor temperature forecasting: A new approach using bernstein-polynomial normalizing flows
2025 · Marcel Arpogaus, Roman Kempf, et al. · Energy and Buildings · 1
Probabilistic real-time grid operation management of future distribution grids with high penetration of renewable generators and electrical vehicles based on artificial intelligence
2022 · M. Arpogaus, J. Montalbano, et al. · IET conference proceedings. · 1
Predictive operation of low voltage grids with an autoregressive graph neural network for enhanced resilience
2026 · Manuela Linke, Julian Maier, et al. · IET conference proceedings.
Time-series surrogates from energy consumers generated by machine learning approaches for long-term forecasting scenarios
2025 · Gerhards, Ben, Popkov, Nikita, et al. · arXiv (Cornell University)
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Hybrid Bernstein Normalizing Flows for Flexible Multivariate Density Regression with Interpretable Marginals
2025 · Arpogaus, Marcel, Kneib, Thomas, et al. · arXiv (Cornell University)
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From Real Meters to Digital Surrogates: Deep Learning Approaches for Generating Synthetic Power Consumption Profiles
2025 · Philip Hehlert, Ben Gerhards, et al. · SSRN Electronic Journal
Towards Resilient Energy Systems - Probabilistic Deep Learning for Forecasting and Control under Uncertainty
2025 · Arpogaus, Marcel · eDiss (Georg-August-Universität Göttingen)
How Inverse Conditional Flows Can Serve as a Substitute for Distributional Regression
2024 · Kook, Lucas, Kolb, Chris, et al. · arXiv (Cornell University)
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Works count: 12
Citation count: 41
H-index: 2
I10-index: 1
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