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  3. Luh, Matthias [Author]; Phipps, Kaleb [Author]; Britto, Anthony [Author]; Wolf, Matthias [Author]; Lutz, Marek [Author]; Kraft, Johann [Author] ; Luh, Matthias [Contributor]; Phipps, Kaleb [Contributor]; Britto, Anthony [Contributor]; Wolf, Matthias [Contributor]; Lutz, Marek [Contributor]; Kraft, Johann [Contributor]

    High-Resolution Real-World Electricity Data from Three Microgrids in the Global South

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    KITopen (Karlsruhe Institute of Technologie), 2024-02-20

  4. Phipps, Kaleb [Author]; Schwenk, Karl [Author]; Briegel, Benjamin [Author]; Mikut, Ralf [Author]; Hagenmeyer, Veit [Author]

    Customized Uncertainty Quantification of Parking Duration Predictions for EV Smart Charging

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    Institute of Electrical and Electronics Engineers, 2023-08-15

    Published in: IEEE Internet of Things Journal, 10 (23), 20649-20661 ; ISSN: 2327-4662, 2372-2541

  6. Beichter, Maximilian [Author]; Werling, Dorina [Author]; Heidrich, Benedikt [Author]; Phipps, Kaleb [Author]; Neumann, Oliver [Author]; Friederich, Nils [Author]; Mikut, Ralf [Author]; Hagenmeyer, Veit [Author]

    Decision-Focused Retraining of Forecast Models for Optimization Problems in Smart Energy Systems

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    Association for Computing Machinery, 2024-07-12

  7. Phipps, Kaleb [Author]; Heidrich, Benedikt [Author]; Turowski, Marian [Author]; Wittig, Moritz [Author]; Mikut, Ralf [Author]; Hagenmeyer, Veit [Author]

    Generating probabilistic forecasts from arbitrary point forecasts using a conditional invertible neural network

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    Springer, 2024-05-21

    Published in: Applied Intelligence ; ISSN: 0924-669X, 1573-7497

  11. Heidrich, Benedikt [Author]; Mannsperger, Lisa [Author]; Turowski, Marian [Author]; Phipps, Kaleb [Author]; Schäfer, Benjamin [Author]; Mikut, Ralf [Author]; Hagenmeyer, Veit [Author]

    Boost short-term load forecasts with synthetic data from transferred latent space information

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    SpringerOpen, 2022-09-09

    Published in: Energy Informatics, 5 (S1), Article no: 20 ; ISSN: 2520-8942

  13. Heidrich, Benedikt [Author]; Turowski, Marian [Author]; Phipps, Kaleb [Author]; Schmieder, Kai [Author]; Süß, Wolfgang [Author]; Mikut, Ralf [Author]; Hagenmeyer, Veit [Author]

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

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    Springer, 2022-08-04

    Published in: Applied Intelligence, 53 (8), 8826–8843 ; ISSN: 0924-669X, 1573-7497

  16. Luh, Matthias [Author]; Phipps, Kaleb [Author]; Britto, Vivian Anthony [Author]; Wolf, Matthias [Author]; Lutz, Marek [Author]; Kraft, Johann [Author] ; Institut für Prozessdatenverarbeitung und Elektronik Karlsruhe, Institut für Prozessdatenverarbeitung und Elektronik Karlsruhe, Karlsruher Institut für Technologie Institut für Automation und angewandte Informatik, Karlsruher Institut für Technologie Institut für Automation und angewandte Informatik, Karlsruher Institut für Technologie Institut für Industriebetriebslehre und Industrielle Produktion, Karlsruher Institut für Technologie Institut für Industriebetriebslehre und Industrielle Produktion, Universität Karlsruhe Institut für Theoretische Informatik, Universität Karlsruhe Institut für Theoretische Informatik, Institut für Programmstrukturen und Datenorganisation Karlsruhe, Institut für Programmstrukturen und Datenorganisation Karlsruhe

    High-resolution real-world electricity data from three microgrids in the global south

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    Karlsruhe, [2022]

  20. Meisenbacher, Stefan [Author]; Turowski, Marian [Author]; Phipps, Kaleb [Author]; Rätz, Martin [Author]; Müller, Dirk [Author]; Hagenmeyer, Veit [Author]; Mikut, Ralf [Author]

    Review of automated time series forecasting pipelines

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    John Wiley and Sons, 2022-08-10

    Published in: WIREs Data Mining and Knowledge Discovery, 12 (6), Art.Nr. e1475 ; ISSN: 1942-4787, 1942-4795