Kaleb Phipps - Publications, H-index & Citations

Back

Kaleb Phipps

karlsruhe institute of technology

10H-index

49Paper Count

288Citation Count

Published Papers 12

Publication Date

The PAINT database for operational concentrating solar power plant data following FAIR data principles

Nature Energy

IF60.1

2026-06-16

OAAI

Kaleb Phipps; Mathias Kuhl; Marie Weiel; Marlene Busch; Jan Lewen; Nicolas Blumenröhr; Daniel Maldonado Quinto; Charlotte Debus; Felix Göhring; Oliver Kaufhold; Achim Streit; Robert Pitz-Paal; Markus Götz; Max Pargmann

Save

Decision-focused fine-tuning of time series foundation models for dispatchable feeder optimization

Energy and AI

IF9.6

2025-06-25

OAAI

Maximilian Beichter; Nils Friederich; Janik Pinter; Dorina Werling; Kaleb Phipps; Sebastian Beichter; Oliver Neumann; Ralf Mikut; Veit Hagenmeyer; Benedikt Heidrich

Save

Generating synthetic energy time series: A review☆

RENEWABLE & SUSTAINABLE ENERGY REVIEWS

IF16.3

2024-12-01

OAAI

Turowski, M.; Heidrich, B.; Weingaertner, L.; Springer, L.; Phipps, K.; Schaefer, B.; Mikut, R.; Hagenmeyer, V.

Save

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

APPLIED INTELLIGENCE

IF3.5

2024-05-13

OAAI

Phipps, Kaleb; Heidrich, Benedikt; Turowski, Marian; Wittig, Moritz; Mikut, Ralf; Hagenmeyer, Veit

Save

Automating Value-Oriented Forecast Model Selection by Meta-learning: Application on a Dispatchable Feeder

ENERGY INFORMATICS, EI.A 2023, PT I

IF0

2023-12-02

OAAI

Werling, Dorina; Beichter, Maximilian; Heidrich, Benedikt; Phipps, Kaleb; Mikut, Ralf; Hagenmeyer, Veit

Save

Customized Uncertainty Quantification of Parking Duration Predictions for EV Smart Charging

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2023-12-01

OAAI

Phipps, Kaleb; Schwenk, Karl; Briegel, Benjamin; Mikut, Ralf; Hagenmeyer, Veit

Save

The Impact of Forecast Characteristics on the Forecast Value for the Dispatchable Feeder

E-ENERGY '23 COMPANION-PROCEEDINGS OF THE 2023 THE 14TH ACM INTERNATIONAL CONFERENCE ON FUTURE ENERGY SYSTEMS

IF0

2023-06-28

PREAI

Werling, Dorina; Beichter, Maximilian; Heidrich, Benedikt; Phipps, Kaleb; Mikut, Ralf; Hagenmeyer, Veit

Save

Model Diagnostics and Forecast Evaluation for Quantiles

ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION

IF8.7

2023-03-10

OAAI

Gneiting, Tilmann; Wolffram, Daniel; Resin, Johannes; Kraus, Kristof; Bracher, Johannes; Dimitriadis, Timo; Hagenmeyer, Veit; Jordan, Alexander, I; Lerch, Sebastian; Phipps, Kaleb; Schienle, Melanie

Save

Review of automated time series forecasting pipelines

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

IF11.7

2022-08-09

OAAI

Meisenbacher, Stefan; Turowski, Marian; Phipps, Kaleb; Raetz, Martin; Mueller, Dirk; Hagenmeyer, Veit; Mikut, Ralf

Save

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

APPLIED INTELLIGENCE

IF3.5

2022-08-03