Scholar
Ralf Mikut
Google Scholar ID: gqY7NB0AAAAJ
Karlsruhe Institute of Technology (Germany)
data mining
image processing
computational intelligence
zebrafish
energy informatics
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Citations & Impact
All-time
Citations
5,985
H-index
40
i10-index
143
Publications
20
Co-authors
169
list available
Publications
12 items
A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods
2026
Cited
0
Probabilistic Low-Voltage Peak Load Forecasting with Time Series Foundation Models Evaluated on Application-Oriented Metrics
2026
Cited
0
Explainable Load Forecasting with Covariate-Informed Time Series Foundation Models
2026
Cited
0
Energy-Arena: A Dynamic Benchmark for Operational Energy Forecasting
2026
Cited
0
Data Synthesis Improves 3D Myotube Instance Segmentation
2026
Cited
0
Knowledge Distillation for Efficient Transformer-Based Reinforcement Learning in Hardware-Constrained Energy Management Systems
2026
Cited
0
Explainable time-series forecasting with sampling-free SHAP for Transformers
2025
Cited
0
Self-Supervised Learning Strategies for a Platform to Test the Toxicity of New Chemicals and Materials
2025
Cited
0
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Co-authors
8 total
Markus Reischl
Karlsruhe Institute of Technology
Veit Hagenmeyer
KIT
Johannes Stegmaier
RWTH Aachen University
Oliver Neumann
Karlsruhe Institute of Technology
Kaleb Phipps
Karlsruhe Institute of Technology
Benedikt Heidrich
Data Scientist, MBTI; former KIT
Christian Pylatiuk
Professor of Medical Technology, Karlsruhe Institute of Technology
Nicole Ludwig
University of Tübingen
