Bernd Zimmering

According to our database, Bernd Zimmering authored at least 5 papers between 2021 and 2024.

Collaborative distances:

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

2024

Enhancing Nonlinear Electrical Circuit Modeling with Prior Knowledge-Infused Neural ODEs.

Bernd Zimmering, Jan-Philipp Roche, Oliver Niggemann

Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

2022

Anomaly Detection with Autoencoders as a Tool for Detecting Sensor Malfunctions.

Artur Liebert, Wolfgang Weber, Sebastian Reif, Bernd Zimmering, Oliver Niggemann

Proceedings of the 5th IEEE International Conference on Industrial Cyber-Physical Systems, 2022

Machine Learning for Cyber-Physical Systems.

Oliver Niggemann, Bernd Zimmering, Henrik S. Steude, Jan Lukas Augustin, Alexander Windmann, Samim Ahmad Multaheb

Proceedings of the Digital Transformation, 2022

2021

Generating Artificial Sensor Data for the Comparison of Unsupervised Machine Learning Methods.

Bernd Zimmering, Oliver Niggemann, Constanze Hasterok, Erik Pfannstiel, Dario Ramming, Julius Pfrommer

Sensors, 2021

Expressing uncertainty in neural networks for production systems.

Samim Ahmad Multaheb, Bernd Zimmering, Oliver Niggemann

Autom., 2021