Concepedia

Benedikt Heidrich

BH

4

Publications

70

Citations

4

H-Index

2020

Active since

Affiliations

Karlsruhe Institute of Technology(Current)

Benedikt Heidrich is an author at Karlsruhe Institute of Technology specializing in forecasting, computer science, and data science.

Top concepts

EngineeringForecastingData ScienceComputer ScienceSmart GridMachine LearningSystems EngineeringPredictive AnalyticsManagementData Mining

Publications per year

2020–2023

4

Publications

4

Forecasting energy time series with profile neural networks

Benedikt Heidrich, Marian Turowski, Nicole Ludwig et al. · 2020 · 21 citations · Full text

Forecasting Methodology, Convolutional Neural Network, Deep Neural Networks +13

Transformer training strategies for forecasting multiple load time series

Matthias Hertel, Maximilian Beichter, Benedikt Heidrich et al. · Energy Informatics · 2023 · 21 citations · Full text

Forecasting Methodology, Engineering, Data Science +14

Controlling non-stationarity and periodicities in time series generation using conditional invertible neural networks

Benedikt Heidrich, Marian Turowski, Kaleb Phipps et al. · Applied Intelligence · 2022 · 15 citations · Full text

Modeling and generating synthetic anomalies for energy and power time series

Marian Turowski, Moritz Weber, Oliver Neumann et al. · 2022 · 13 citations · Full text

Anomaly Detection, Machine Learning, Engineering +26

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