Ralf Mikut

Ralf Mikut

Karlsruher Institut für Technologie

H-index: 44

Europe-Germany

About Ralf Mikut

Ralf Mikut, With an exceptional h-index of 44 and a recent h-index of 33 (since 2020), a distinguished researcher at Karlsruher Institut für Technologie, specializes in the field of data mining, image processing, computational intelligence, zebrafish, energy informatics.

His recent articles reflect a diverse array of research interests and contributions to the field:

CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting

Rapid flow behavior modeling of Thermal Interface Materials using deep neural networks

ObiWan-Microbi: OMERO-based integrated workflow for annotating microbes in the cloud

Surface-Patterned DNA Origami Rulers Reveal Nanoscale Distance Dependency of the Epidermal Growth Factor Receptor Activation

Iterative Cluster Harvesting for Wafer Map Defect Patterns

Using conditional Invertible Neural Networks to perform mid‐term peak load forecasting

Open Energy Services--Forecasting and Optimization as a Service for Energy Management Applications at Scale

The Cell Tracking Challenge: 10 years of objective benchmarking

Ralf Mikut Information

University

Position

(Germany)

Citations(all)

7644

Citations(since 2020)

4223

Cited By

4637

hIndex(all)

44

hIndex(since 2020)

33

i10Index(all)

159

i10Index(since 2020)

108

Email

University Profile Page

Karlsruher Institut für Technologie

Google Scholar

View Google Scholar Profile

Ralf Mikut Skills & Research Interests

data mining

image processing

computational intelligence

zebrafish

energy informatics

Top articles of Ralf Mikut

Title

Journal

Author(s)

Publication Date

CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting

Medical image analysis

Simon Graham

Quoc Dang Vu

Mostafa Jahanifar

Martin Weigert

Uwe Schmidt

...

2024/2/1

Rapid flow behavior modeling of Thermal Interface Materials using deep neural networks

IEEE Access

Simon Baeuerle

Marius Gebhardt

Jonas Barth

Ralf Mikut

Andreas Steimer

2024/1/26

ObiWan-Microbi: OMERO-based integrated workflow for annotating microbes in the cloud

SoftwareX

Johannes Seiffarth

Tim Scherr

Bastian Wollenhaupt

Oliver Neumann

Hanno Scharr

...

2024/5/1

Surface-Patterned DNA Origami Rulers Reveal Nanoscale Distance Dependency of the Epidermal Growth Factor Receptor Activation

Nano Letters

Ivy Mayer

Tina Karimian

Klavdiya Gordiyenko

Alessandro Angelin

Ravi Kumar

...

2024/1/24

Iterative Cluster Harvesting for Wafer Map Defect Patterns

arXiv preprint arXiv:2404.15436

Alina Pleli

Simon Baeuerle

Michel Janus

Jonas Barth

Ralf Mikut

...

2024/4/23

Using conditional Invertible Neural Networks to perform mid‐term peak load forecasting

IET Smart Grid

Benedikt Heidrich

Matthias Hertel

Oliver Neumann

Veit Hagenmeyer

Ralf Mikut

2024

Open Energy Services--Forecasting and Optimization as a Service for Energy Management Applications at Scale

arXiv preprint arXiv:2402.15230

David Wölfle

Kevin Förderer

Tobias Riedel

Lukas Landwich

Ralf Mikut

...

2024/2/23

The Cell Tracking Challenge: 10 years of objective benchmarking

Nature Methods

Martin Maška

Vladimír Ulman

Pablo Delgado-Rodriguez

Estibaliz Gómez-de-Mariscal

Tereza Nečasová

...

2023/7

Towards a Real-World Dispatchable Feeder

Sebastian Beichter

Maximilian Beichter

Dorina Werling

Johannes Galenzowski

Victor Weise

...

2023/10/16

Using weather data in energy time series forecasting: the benefit of input data transformations

Energy Informatics

Oliver Neumann

Marian Turowski

Ralf Mikut

Veit Hagenmeyer

Nicole Ludwig

2023/11/2

Automating value-oriented forecast model selection by meta-learning: Application on a dispatchable feeder

Dorina Werling

Maximilian Beichter

Benedikt Heidrich

Kaleb Phipps

Ralf Mikut

...

2023/12/2

Context-Aware Composition of Agent Policies by Markov Decision Process Entity Embeddings and Agent Ensembles

Preprint

Nicole Merkle

Ralf Mikut

2023

Creating probabilistic forecasts from arbitrary deterministic forecasts using conditional invertible neural networks

arXiv preprint arXiv:2302.01800

Kaleb Phipps

Benedikt Heidrich

Marian Turowski

Moritz Wittig

Ralf Mikut

...

2023/2/3

Automating day-ahead forecasting of photovoltaic power generation: Model design, monitoring, and adaption

Stefan Meisenbacher

Tim Martin

Benedikt Heidrich

Ralf Mikut

Veit Hagenmeyer

2023/5/25

The impact of forecast characteristics on the forecast value for the dispatchable feeder

Dorina Werling

Maximilian Beichter

Benedikt Heidrich

Kaleb Phipps

Ralf Mikut

...

2023/6/20

MLOps for Scarce Image Data: A Use Case in Microscopic Image Analysis

Proc. 33. Workshop Computational Intelligence

Angelo Yamachui Sitcheu

Nils Friederich

Simon Baeuerle

Oliver Neumann

Markus Reischl

...

2023/9/27

A fully automated touch-response behavior inspection pipeline on zebrafish larvae

at-Automatisierungstechnik

Yanke Wang

Christian Pylatiuk

Ralf Mikut

Ravindra Peravali

Markus Reischl

2023/10/26

Customized Uncertainty Quantification of Parking Duration Predictions for EV Smart Charging

IEEE Internet of Things Journal

Kaleb Phipps

Karl Schwenk

Benjamin Briegel

Ralf Mikut

Veit Hagenmeyer

2023/12/1

Noise facilitates entrainment of a population of uncoupled limit cycle oscillators

Journal of the Royal Society Interface

Vojtech Kumpost

Lennart Hilbert

Ralf Mikut

2023/1/11

Automated Style-Aware Selection of Annotated Pre-Training Databases in Biomedical Imaging

Miguel Molina-Moreno

Marcel P Schilling

Markus Reischl

Ralf Mikut

2023/4/18

See List of Professors in Ralf Mikut University(Karlsruher Institut für Technologie)

Co-Authors

H-index: 99
Gerd Ulrich Nienhaus

Gerd Ulrich Nienhaus

Karlsruher Institut für Technologie

H-index: 42
Prof. Dr.-Ing. Ruediger Rupp

Prof. Dr.-Ing. Ruediger Rupp

Ruprecht-Karls-Universität Heidelberg

H-index: 36
Kai Hilpert

Kai Hilpert

St George's, University of London

H-index: 35
Markus Reischl

Markus Reischl

Karlsruher Institut für Technologie

H-index: 33
Veit Hagenmeyer

Veit Hagenmeyer

Karlsruher Institut für Technologie

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