Niklas Dormagen

Orcid: 0009-0001-9158-4034

According to our database¹, Niklas Dormagen authored at least 8 papers between 2023 and 2025.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of five.

Timeline

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Bibliography

2025

Time-resolved classification of plasma crystals in a direct current discharge using an advanced graph neural network.

[BibT_eX]

[DOI]

Mach. Learn. Sci. Technol., 2025

Advancing Particle Tracking: Self-Organizing Map Hyperparameter Study and Long Short-Term Memory-Based Outlier Detection.

[BibT_eX]

[DOI]

Mach. Learn. Knowl. Extr., 2025

2024

Multi-Particle Tracking in Complex Plasmas Using a Simplified and Compact U-Net.

[BibT_eX]

[DOI]

J. Imaging, February, 2024

Enhancing particle string detection in electrorheological plasmas using asymmetrical kernel convolutional networks.

[BibT_eX]

[DOI]

Mach. Learn. Sci. Technol., 2024

Local classification of crystalline structures in complex plasmas using a PointNet.

[BibT_eX]

[DOI]

Mach. Learn. Sci. Technol., 2024

AI Algorithms for Plasma Particle Tracking.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Mixed Design of Integrated Circuits and System , 2024

2023

Machine Learning Approach for Multi Particle Tracking in Complex Plasmas.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Mixed Design of Integrated Circuits and System, 2023

Machine Learning Approach for Particle Matching, Tracing and Velocimetry with Self-Organizing Map: Application to Complex Plasmas.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2023

Niklas Dormagen

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On csauthors.net:

Bibliography

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