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R

Ralf Mikut

karlsruhe institute of technology

0H-index
7Paper Count
0Citation Count
Published Papers 41
Publication Date
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From pixels to patterns: the AI revolution in stem cell-derived models
errNature Methods
IF32.1
err2026-08-14
err0
PREAI
errLuca Deininger; Paolo Caldarelli; Magdalena Zernicka-Goetz; Ralf Mikut
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Averaging favors MPC: How typical evaluation setups overstate MPC performance for residential battery scheduling
errElectric Power Systems Research
IF4.2
err2026-07-23
err0
errOAAI
errJanik Pinter; Maximilian Beichter; Ralf Mikut; Frederik Zahn; Veit Hagenmeyer
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errSave
Explainable time-series forecasting with sampling-free SHAP for Transformers
errNature Communications
IF15.7
err2026-05-27
err0
errOAAI
errMatthias Hertel; Sebastian Pütz; Ralf Mikut; Veit Hagenmeyer; Benjamin Schäfer
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A kinetics-based model of haematopoiesis reveals extrinsic regulation of skewed lineage output from stem cells
errNature Cell Biology
IF19.1
err2026-05-25
err0
errOAAI
errEsther Rodríguez-Correa; Florian Grünschläger; Tamar Nizharadze; Natasha Anstee; Jude Al-Sabah; Vojtech Kumpost; Anastasia Sedlmeier; Congxin Li; Melanie Ball; Foteini Fotopoulou; Jeyan Jayarajan; Ian Ghezzi; Julia Knoch; Megan Druce; Kleo Aurich; Marleen Büchler-Schäff; Susanne Lux; Pablo Hernández-Malmierca; Julius Gräsel; Dominik Vonficht; Marta López-Osias; Elvira González-Saiz; Daniel Fernández-Pérez; Anna Mathioudaki; Judith Zaugg; Alejo Rodríguez-Fraticelli; Ralf Mikut; Andreas Trumpp; Thomas Höfer; Daniel Hübschmann; Simon Haas; Michael D. Milsom
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Helical opto-thermoviscous flows drive out-of-plane rotation and particle spinning in a highly viscous micro-environment
errlight: science & applications
IF0
err2026-05-11
err0
errOAAI
errFan Nan; Weida Liao; Adrián Puerta; Josephine Spiegelberg; Elena Erben; Ralf Mikut; Stephan Allgeier; Martin Wegener; Eric Lauga; Moritz Kreysing
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Large-area 3D reconstruction of corneal tissues from oscillating focus confocal microscopy
errScientific Reports
IF3.9
err2026-04-17
err0
errOAAI
errStephan Allgeier; Sebastian Bohn; Ralf Mikut; Klaus-Martin Reichert; Oliver Stachs; Elisabeth Wagner; Uwe Klaus Zettl; Karsten Sperlich
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Selected contributions from the workshops Computational Intelligence in 2023 and 2024
errAT-AUTOMATISIERUNGSTECHNIK
IF0.9
err2025-10-27
err0
PREAI
errMikut, Ralf; Kroll, Andreas; Schulte, Horst
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Automating Value-Oriented Forecast Model Selection by Meta-learning: Application on a Dispatchable Feeder
errENERGY INFORMATICS, EI.A 2023, PT I
IF0
err2023-12-02
err0
errOAAI
errWerling, Dorina; Beichter, Maximilian; Heidrich, Benedikt; Phipps, Kaleb; Mikut, Ralf; Hagenmeyer, Veit
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An AI-based segmentation and analysis pipeline for high-field MR monitoring of cerebral organoids
errSCIENTIFIC REPORTS
IF3.9
err2023-12-01
err6
errOAAI
errDeininger, Luca; Jung-Klawitter, Sabine; Mikut, Ralf; Richter, Petra; Fischer, Manuel; Karimian-Jazi, Kianush; Breckwoldt, Michael O.; Bendszus, Martin; Heiland, Sabine; Kleesiek, Jens; Opladen, Thomas; Huebschmann, Oya Kuseyri; Huebschmann, Daniel; Schwarz, Daniel
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Multi-Day Stochastic Scheduling of Electric Vehicle Charging for Reliability and Convenience
err2022 IEEE VEHICLE POWER AND PROPULSION CONFERENCE (VPPC)
IF0
err2022-11-01
err0
PREAI
errSchwenk, Karl; Hagenmeyer, Veit; Mikut, Ralf
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Improving process monitoring of ultrasonic metal welding using classical machine learning methods and process-informed time series evaluation
errJOURNAL OF MANUFACTURING PROCESSES
IF6.8
err2022-05-01
err17
PREAI
errSchwarz, Elisabeth Birgit; Bleier, Fabian; Guenter, Friedhelm; Mikut, Ralf; Bergmann, Jean Pierre
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Real-time large-area imaging of the corneal subbasal nerve plexus
errSCIENTIFIC REPORTS
IF3.9
err2022-02-15
err9
errOAAI
errAllgeier, Stephan; Bartschat, Andreas; Bohn, Sebastian; Guthoff, Rudolf F.; Hagenmeyer, Veit; Kornelius, Lukas; Mikut, Ralf; Reichert, Klaus-Martin; Sperlich, Karsten; Stache, Nadine; Stachs, Oliver; Koehler, Bernd
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Data-Driven Copy-Paste Imputation for Energy Time Series
errIEEE TRANSACTIONS ON SMART GRID
IF9.8
err2021-11-01
err22
errOAAI
errWeber, Moritz; Turowski, Marian; Cakmak, Hueseyin K.; Mikut, Ralf; Kuehnapfel, Uwe; Hagenmeyer, Veit
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errSave
A Lightweight User Interface for Smart Charging of Electric Vehicles: A Real-World Application
errICSGCE 2021: 2021 (9TH) INTERNATIONAL CONFERENCE ON SMART GRID AND CLEAN ENERGY TECHNOLOGIES
IF0
err2021-10-15
err3
PREAI
errMeisenbacher, Stefan; Schwenk, Karl; Galenzowski, Johannes; Waczowicz, Simon; Mikut, Ralf; Hagenmeyer, Veit
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errSave
Is There a Connection Between Gut Microbiome Dysbiosis Occurring in COVID-19 Patients and Post-COVID-19 Symptoms?
errFRONTIERS IN MICROBIOLOGY
IF4.5
err2021-09-17
err22
errOAAI
errHilpert, Kai; Mikut, Ralf
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A stochastic oscillator model simulates the entrainment of vertebrate cellular clocks by light
errSCIENTIFIC REPORTS
IF3.9
err2021-07-14
err4
errOAAI
errKumpost, Vojtech; Vallone, Daniela; Gondi, Srinivas Babu; Foulkes, Nicholas S.; Mikut, Ralf; Hilbert, Lennart
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errSave
Cuepervision: self-supervised learning for continuous domain adaptation without catastrophic forgetting
errIMAGE AND VISION COMPUTING
IF4.2
err2021-02-01
err5
PREAI
errSchutera, Mark; Hafner, Frank M.; Abhau, Jochen; Hagenmeyer, Veit; Mikut, Ralf; Reischl, Markus
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Probabilistic energy forecasting using the nearest neighbors quantile filter and quantile regression
errINTERNATIONAL JOURNAL OF FORECASTING
IF7.1
err2020-04-01
err17
errOAAI
errOrdiano, Jorge Angel Gonzalez; Groell, Lutz; Mikut, Ralf; Hagenmeyer, Veit
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Synergy Pattern of Short Cationic Antimicrobial Peptides Against Multidrug-Resistant Pseudomonas aeruginosa
errFRONTIERS IN MICROBIOLOGY
IF4.5
err2019-11-28
err54
errOAAI
errRuden, Serge; Rieder, Annika; Ster, Irina Chis; Schwartz, Thomas; Mikut, Ralf; Hilpert, Kai
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errSave
High accuracy beam splitting using spatial light modulator combined with machine learning algorithms
errOPTICS AND LASERS IN ENGINEERING
IF3.7
err2019-10-01
err22
PREAI
errMikhaylova, Dmitriy; Zhou, Baifan; Kiedrowski, Thomas; Mikut, Ralf; Lasagni, Andres-Fabian
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Research Directions

No research directions
Co-authors
Cooperation Journals
M
Matthew Meyerson
H-index: 223 · Papers: 1.9K
M
Mark A. Rubin
H-index: 186 · Papers: 1.5K
H
Holger Moch
H-index: 118 · Papers: 1.1K
M
Martin Wegener
H-index: 101 · Papers: 879
M
Martin Bendszus
H-index: 100 · Papers: 1.2K
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