Bernd Zimmering

Orcid: 0000-0001-8292-9945

According to our database1, Bernd Zimmering authored at least 10 papers between 2021 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2025
Laplace-Net: Learning Dynamical Systems with External Forcing.
CoRR, March, 2025

A Fluid Mixing Benchmark for Anomaly Detection in CPS With Real and Simulated Data.
IEEE Access, 2025

Breaking Free: Decoupling Forced Systems with Laplace Neural Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2025

2024
Optimising Neural Fractional Differential Equations for Performance and Efficiency.
Proceedings of the 1st ECAI Workshop on "Machine Learning Meets Differential Equations: From Theory to Applications", 2024

A Neural Ordinary Differential Equations Approach for 2D Flow Properties Analysis of Hydraulic Structures.
Proceedings of the 1st ECAI Workshop on "Machine Learning Meets Differential Equations: From Theory to Applications", 2024

Enhancing Nonlinear Electrical Circuit Modeling with Prior Knowledge-Infused Neural ODEs.
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.
Proceedings of the 5th IEEE International Conference on Industrial Cyber-Physical Systems, 2022

Machine Learning for Cyber-Physical Systems.
Proceedings of the Digital Transformation, 2022

2021
Generating Artificial Sensor Data for the Comparison of Unsupervised Machine Learning Methods.
Sensors, 2021

Expressing uncertainty in neural networks for production systems.
Autom., 2021


  Loading...