Ralf Mikut
Scholar

Ralf Mikut

Google Scholar ID: gqY7NB0AAAAJ
Karlsruhe Institute of Technology (Germany)
data miningimage processingcomputational intelligencezebrafishenergy 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
Contact
No contact links provided.
Publications
7 items
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
Are Foundation Models Ready for Industrial Defect Recognition? A Reality Check on Real-World Data
2025
Cited
0
LeDiFlow: Learned Distribution-guided Flow Matching to Accelerate Image Generation
2025
Cited
0
Rapid AI-based generation of coverage paths for dispensing applications
2025
Cited
0
EAP4EMSIG -- Enhancing Event-Driven Microscopy for Microfluidic Single-Cell Analysis
2025
Cited
0
Resume (English only)
Co-authors
169 total
Markus Reischl
Markus Reischl
Karlsruhe Institute of Technology
Veit Hagenmeyer
Veit Hagenmeyer
KIT
Johannes Stegmaier
Johannes Stegmaier
RWTH Aachen University
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