Publications

2024

Threshold-impeded stochastic production: how noise interacts with disruptive thresholds to affect the production output in fluctuating environments
Daniel Christopher Merten, Annick Lesne, Yilmaz Uygun, Marc-Thorsten Hütt
Frontiers in Industrial Engineering, 2024.
Cite Google Scholar

Cite

                    @article{merten2024threshold,
 author = {Merten, Daniel Christopher and Lesne, Annick and Uygun, Yilmaz and Hütt, Marc-Thorsten},
 journal = {Frontiers in Industrial Engineering},
 pages = {1353531},
 publisher = {Frontiers Media SA},
 title = {Threshold-impeded stochastic production: how noise interacts with disruptive thresholds to affect the production output in fluctuating environments},
 volume = {2},
 year = {2024}
}

                
Perturbation therapies for neurodegenerative disorders: How attractors of excitable networks can help
Mariia Popova, Claus C Hilgetag, Marc-Thorsten Hütt
Physical Review E, 2024.
Cite Google Scholar

Cite

                    @article{popova2024perturbation,
 author = {Popova, Mariia and Hilgetag, Claus C and Hütt, Marc-Thorsten},
 journal = {Physical Review E},
 number = {5},
 pages = {054406},
 publisher = {APS},
 title = {Perturbation therapies for neurodegenerative disorders: How attractors of excitable networks can help},
 volume = {110},
 year = {2024}
}

                
Nucleation transitions in polycontextural networks toward consensus
Johannes Falk, Edwin Eichler, Katja Windt, Marc-Thorsten Hütt
The European Physical Journal B, 2024.
Cite Google Scholar

Cite

                    @article{falk2024nucleation,
 author = {Falk, Johannes and Eichler, Edwin and Windt, Katja and Hütt, Marc-Thorsten},
 journal = {The European Physical Journal B},
 number = {11},
 pages = {187},
 publisher = {Springer},
 title = {Nucleation transitions in polycontextural networks toward consensus},
 volume = {97},
 year = {2024}
}

                
Novel genetic algorithm for simultaneous scheduling of two distinct steel production lines
Daniel Merten, Marc-Thorsten Hütt, Yilmaz Uygun, Atilla Özgür, Carsten-Andreas Klein
Steel 4.0: Digitalization in Steel Industry, 2024.
Cite Google Scholar

Cite

                    @incollection{merten2024novel,
 author = {Merten, Daniel and Hütt, Marc-Thorsten and Uygun, Yilmaz and Özgür, Atilla and Klein, Carsten-Andreas},
 booktitle = {Steel 4.0: Digitalization in Steel Industry},
 pages = {167--187},
 publisher = {Springer},
 title = {Novel genetic algorithm for simultaneous scheduling of two distinct steel production lines},
 year = {2024}
}

                
Microbiome abundance patterns as attractors and the implications for the inference of microbial interaction networks
Isabella-Hilda Mendler, Barbara Drossel, Marc-Thorsten Hütt
Physica A: Statistical Mechanics and its Applications, 2024.
Cite Google Scholar

Cite

                    @article{mendler2024microbiome,
 author = {Mendler, Isabella-Hilda and Drossel, Barbara and Hütt, Marc-Thorsten},
 journal = {Physica A: Statistical Mechanics and its Applications},
 pages = {129658},
 publisher = {Elsevier},
 title = {Microbiome abundance patterns as attractors and the implications for the inference of microbial interaction networks},
 volume = {639},
 year = {2024}
}

                
Machine learning misclassification networks reveal a citation advantage of interdisciplinary publications only in high-impact journals
Alexey Lyutov, Yilmaz Uygun, Marc-Thorsten Hütt
Scientific Reports, 2024.
Cite Google Scholar

Cite

                    @article{lyutov2024machine,
 author = {Lyutov, Alexey and Uygun, Yilmaz and Hütt, Marc-Thorsten},
 journal = {Scientific Reports},
 number = {1},
 pages = {21906},
 publisher = {Nature Publishing Group UK London},
 title = {Machine learning misclassification networks reveal a citation advantage of interdisciplinary publications only in high-impact journals},
 volume = {14},
 year = {2024}
}

                
Comparative study of two genetic algorithms for steel production planning under different order backlog circumstances
Daniel Christopher Merten, Marc-Thorsten Hütt, Yilmaz Uygun, Atilla Özgür, Carsten Andreas Klein
Steel 4.0: digitalization in steel industry, 2024.
Cite Google Scholar

Cite

                    @incollection{merten2024comparative,
 author = {Merten, Daniel Christopher and Hütt, Marc-Thorsten and Uygun, Yilmaz and Özgür, Atilla and Klein, Carsten Andreas},
 booktitle = {Steel 4.0: digitalization in steel industry},
 pages = {125--141},
 publisher = {Springer},
 title = {Comparative study of two genetic algorithms for steel production planning under different order backlog circumstances},
 year = {2024}
}

                
Binary Brains: How Excitable Dynamics Simplify Neural Connectomes
Arnaud Messé, Marc-Thorsten Hütt, Claus C Hilgetag
bioRxiv, 2024.
Cite Google Scholar

Cite

                    @article{messe2024binary,
 author = {Messé, Arnaud and Hütt, Marc-Thorsten and Hilgetag, Claus C},
 journal = {bioRxiv},
 pages = {2024--06},
 publisher = {Cold Spring Harbor Laboratory},
 title = {Binary Brains: How Excitable Dynamics Simplify Neural Connectomes},
 year = {2024}
}

                
Is a mathematical model equivalent to its computer implementation?
Beatrix C. Hiesmayr, Marc-Thorsten Hütt
Proceedings of the European Academy of Sciences and Arts, 2024.
Cite Google Scholar

Cite

                    @article{Hiesmayr_Hütt_2024,
 abstractnote = {<p>A recent trend in mathematical modelling is to publish the computer code together with the research findings. Here we explore the formal question, whether and in which sense a computer implementation is distinct from the mathematical model. We argue that, despite the convenience of implemented models, a set of implicit assumptions is perpetuated with the implementation to the extent that even in widely used models the causal link between the (formal) mathematical model and the set of results is no longer certain. Moreover, code publication is often seen as an important contributor to reproducible research, we suggest that in some cases the opposite may be true. A new perspective on this topic stems from the accelerating trend that in some branches of research only implemented models are used, e.g., in artificial intelligence (AI). With the advent of quantum computers, we argue that completely novel challenges arise in the distinction between models and implementations.</p>},
 author = {Hiesmayr, Beatrix C. and Hütt, Marc-Thorsten},
 doi = {10.4081/peasa.26},
 journal = {Proceedings of the European Academy of Sciences and Arts},
 month = {Jun.},
 title = {Is a mathematical model equivalent to its computer implementation?},
 url = {https://www.peasa.eu/site/article/view/26},
 volume = {3},
 year = {2024}
}