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Matthias Hertel

Kentucky imaging Technologies (United States) (per OpenAlex) · ORCID · OpenAlex

6 papers in scope · 5 published · 1 on the econ.EM arXiv · 62 citations · h-index 3 (over the papers listed here)

Papers

(1 of 6)

Explainable time-series forecasting with sampling-free SHAP for Transformers
published2026 · Nature Communications · first circulated 2025
with Sebastian Pütz, Ralf Mikut, Veit Hagenmeyer, Benjamin Schäfer
Nature Communications
Energy-Arena: A Dynamic Benchmark for Operational Energy Forecasting
working paper2026 · arXiv
with Max Kleinebrahm, Jonathan Berrisch, Philipp Eiser, Wolf Fichtner, Veit Hagenmeyer, Nils Koster, Sebastian Lerch, Ralf Mikut, Jan Priesmann, Melanie Schienle, Benjamin Schaefer, Jann Weinand, …
Paper profile arXiv arXiv:2604.24705
Generating peak‐aware pseudo‐measurements for low‐voltage feeders using metadata of distribution system operators
published2025 · IET Smart Grid · 3 citations · first circulated 2024
with Manuel Treutlein, Marc Schmidt, Roman Hahn, Benedikt Heidrich, Ralf Mikut, Veit Hagenmeyer
IET Smart Grid
The impact of heat pumps on day-ahead energy community load forecasting
published2024 · Applied Energy · 25 citations
with Leo Semmelmann, Kevin J. Kircher, Ralf Mikut, Veit Hagenmeyer, Christof Weinhardt
Applied Energy
Using conditional Invertible Neural Networks to perform mid‐term peak load forecasting
published2024 · IET Smart Grid · 8 citations
with Benedikt Heidrich, Oliver Neumann, Veit Hagenmeyer, Ralf Mikut
IET Smart Grid
Transformer training strategies for forecasting multiple load time series
published2023 · Energy Informatics · 26 citations
with Maximilian Beichter, Benedikt Heidrich, Oliver Neumann, Benjamin Schäfer, Ralf Mikut, Veit Hagenmeyer
Energy Informatics

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.