Ralf Mikut

Associate Professor, IAI, Karlsruhe Institute of Technology

Joined

April 2018

Names

Ralf Mikut

Emails

****@kit.edu (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Associate Professor

IAI, Karlsruhe Institute of Technology (kit.edu)

2011 – Present

Advisors, Relations & Conflicts

Coauthor

Ruediger Dillmann

2005 – 2005

Coauthor

Rainer Stiefelhagen

2005 – 2005

PhD Advisor

Georg Bretthauer

1994 – 1999

Expertise

deep learning

2015 – Present

machine learning

1999 – Present

applied AI

1999 – Present

Publications

Decision-Focused Fine-Tuning of Time Series Foundation Models for Dispatchable Feeder Optimization
Maximilian Beichter, Nils Friederich, Janik Pinter, Dorina Werling, Kaleb Phipps, Sebastian Beichter, Oliver Neumann, Ralf Mikut, Veit Hagenmeyer, Benedikt Heidrich
- CoRR 2025
- Readers: Everyone
ASAP: Automated Style-Aware Similarity Measurement for Selection of Annotated Pre-Training Datasets in 2D Biomedical Imaging
Miguel Molina-Moreno, Marcel P. Schilling, Markus Reischl, Ralf Mikut
- IEEE Access 2025
- Readers: Everyone
Generating probabilistic forecasts from arbitrary point forecasts using a conditional invertible neural network
Kaleb Phipps, Benedikt Heidrich, Marian Turowski, Moritz Wittig, Ralf Mikut, Veit Hagenmeyer
- Appl. Intell. 2024
- Readers: Everyone
Rapid Flow Behavior Modeling of Thermal Interface Materials Using Deep Neural Networks
Simon Baeuerle, Marius Gebhardt, Jonas Barth, Ralf Mikut, Andreas Steimer
- IEEE Access 2024
- Readers: Everyone
ObiWan-Microbi: OMERO-based integrated workflow for annotating microbes in the cloud
Johannes Seiffarth, Tim Scherr, Bastian Wollenhaupt, Oliver Neumann, Hanno Scharr, Dietrich Kohlheyer, Ralf Mikut, Katharina Nöh
- SoftwareX 2024
- Readers: Everyone
Probabilistic Day-Ahead Battery Scheduling based on Mixed Random Variables for Enhanced Grid Operation
Janik Pinter, Frederik Zahn, Maximilian Beichter, Ralf Mikut, Veit Hagenmeyer
- CoRR 2024
- Readers: Everyone
Decision-Focused Retraining of Forecast Models for Optimization Problems in Smart Energy Systems
Maximilian Beichter, Dorina Werling, Benedikt Heidrich, Kaleb Phipps, Oliver Neumann, Nils Friederich, Ralf Mikut, Veit Hagenmeyer
- e-Energy 2024
- Readers: Everyone
Dynamic Phenotype Mapping in Evolutionary Algorithms for Energy Hub Scheduling
Rafael Poppenborg, Kaleb Phipps, Maximilian Beichter, Kevin Förderer, Ralf Mikut, Veit Hagenmeyer
- EI.A (2) 2024
- Readers: Everyone
Generating peak-aware pseudo-measurements for low-voltage feeders using metadata of distribution system operators
Manuel Treutlein, Marc Schmidt, Roman Hahn, Matthias Hertel, Benedikt Heidrich, Ralf Mikut, Veit Hagenmeyer
- CoRR 2024
- Readers: Everyone
Context-aware composition of agent policies by Markov decision process entity embeddings and agent ensembles
Nicole Merkle, Ralf Mikut
- Semantic Web 2024
- Readers: Everyone

View all 179 publications

Co-Authors

View all 361 co-authors