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Nicolaj C. Stache
Full Professor, Center for Machine Learning, Heilbronn University of Applied Sciences
Joined
November 2025
Names
Nicolaj C. Stache
(Preferred)
,
Nicolaj Stache
Emails
****@hs-heilbronn.de
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Full Professor
Center for Machine Learning,
Heilbronn University of Applied Sciences
(hs-heilbronn.de)
2016
–
Present
PhD student
Lehrstuhl für Bildverarbeitung LFB,
Rheinisch Westfälische Technische Hochschule Aachen
(rwth-aachen.de)
2005
–
2010
Advisors, Relations & Conflicts
PhD Advisee
Adam T. Müller
2024
–
Present
Expertise
deep learning for industrial production
2018
–
Present
autonomous driving
2010
–
Present
computer vision
2005
–
Present
Publications
Visual Instruction as an Intuitive Interface for Robotic Sorting
Adam T. Müller
,
Nicolaj C. Stache
HCI (57) 2025
Readers:
Everyone
Anomaly Detection on Real-World Industrial Manufacturing Applications with Additional Anomaly Type Clustering
Fabian Schoch
,
Pascal Graf
,
Tobias Schmieg
,
Nicholas Schloer
,
Carsten Wittenberg
,
Carsten Lanquillon
,
Nicolaj C. Stache
HCI (57) 2025
Readers:
Everyone
Enhancing Knowledge Preservation in Machine Learning Research: Jupyter Notebooks as an Interactive Documentation Tool
Tobias Schmieg
,
Fabian Schoch
,
Nicholas Schloer
,
Carsten Lanquillon
,
Carsten Wittenberg
,
Nicolaj C. Stache
HCI (66) 2025
Readers:
Everyone
AI-Supported Root Cause Analysis in Automotive Quality Problem Solving: A Cross Domain Literature Review
Patrick Kaftan
,
Carsten Lanquillon
,
Nicolaj C. Stache
HCI (55) 2025
Readers:
Everyone
Optimizing the Industrial Human-Machine Interface: Holographic Surfaces and Their Role in Anomaly Detection
Nicholas Schloer
,
Sabine Boos
,
Felix Harst
,
Carsten Lanquillon
,
Morris Ohrnberger
,
Fabian Schoch
,
Nicolaj C. Stache
,
Carsten Wittenberg
HCI (62) 2024
Readers:
Everyone
Knowledge Transfer Reinvented: A Comprehensive Exploration of Heilbronn University's Virtual AI Laboratory and Its Impact on Interdisciplinary Collaboration
Valeria Kinitzki
,
Ana Ramos Wittek
,
Nicolaj C. Stache
HCI (52) 2024
Readers:
Everyone
Unlocking Operational Clarity: The Integration of Artificial Intelligence, Digital Twins, and Mixed Reality in Production for Enhanced User Transparency
Carsten Wittenberg
,
Sabine Boos
,
Felix Harst
,
Carsten Lanquillon
,
Morris Ohrnberger
,
Nicholas Schloer
,
Fabian Schoch
,
Nicolaj C. Stache
HCI (52) 2024
Readers:
Everyone
Semi-supervised Sorting via Deep Feature Extraction and Density Based Clustering with User Feedback
Pascal Graf
,
Morris Ohrnberger
,
Dominic Dötterer
,
Nicolaj C. Stache
HCI (51) 2024
Readers:
Everyone
Deep Anomaly Detection with Extended Transformer-Based Model on Tennessee Eastman Process Dataset
Fabian Schoch
,
Pascal Graf
,
Tobias Schmieg
,
Carsten Wittenberg
,
Carsten Lanquillon
,
Nicolaj C. Stache
CSIT 2024
Readers:
Everyone
Integration of Reinforcement Learning into Fluid Control Systems
Moritz Allmendinger
,
Nicolaj C. Stache
,
Frank Tränkle
INDIN 2023
Readers:
Everyone
View all 24 publications
Co-Authors
Adam T. Müller
Alexander Jesser
Alexander Olowinsky
Ana Ramos Wittek
Andreas F. Schneider
Benedict Bauer
Boris Werthessen
Carsten Lanquillon
Carsten Wittenberg
Christian Waldschmidt
Christoph Zieringer
Dominic Dötterer
Fabian Schoch
Fatih S. Bayram
Felix Harst
Florian Pütz
Frank Tränkle
Gül Varol
Henrik Zimmer
Jens Gedicke
Julian Weiß
Katrin Renz
Marco Altmann
Marisa Ehemann
Martin Punke
View all 43 co-authors