Niklas Dormagen

According to our database, Niklas Dormagen authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

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

Max Klein, Niklas Dormagen, Lukas Wimmer, Markus H. Thoma, Mike Schwarz

Mach. Learn. Knowl. Extr., 2025

2024

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

Niklas Dormagen, Max Klein, Andreas S. Schmitz, Markus H. Thoma, Mike Schwarz

J. Imaging, February, 2024

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

Niklas Dormagen, Max Klein, Andreas S. Schmitz, Lukas Wimmer, Markus H. Thoma, Mike Schwarz

Mach. Learn. Sci. Technol., 2024

AI Algorithms for Plasma Particle Tracking.

Mike Schwarz, Niklas Dormagen, Max Klein, Sarah Pappert, Andreas S. Schmitz, Markus H. Thoma

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.

Niklas Dormagen, Max Klein, Markus H. Thoma, Mike Schwarz

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.

Max Klein, Niklas Dormagen, Andreas S. Schmitz, Markus H. Thoma, Mike Schwarz

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