Björn Volkmann

According to our database, Björn Volkmann authored at least 3 papers between 2023 and 2025.

Collaborative distances:

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

2025

Bayesian Inference and Learning in Nonlinear Dynamical Systems: A Framework for Incorporating Explicit and Implicit Prior Knowledge.

Björn Volkmann, Jan-Hendrik Ewering, Michael Meindl, Simon F. G. Ehlers, Thomas Seel

CoRR, August, 2025

2024

Efficient Online Inference and Learning in Partially Known Nonlinear State-Space Models by Learning Expressive Degrees of Freedom Offline.

Jan-Hendrik Ewering, Björn Volkmann, Simon F. G. Ehlers, Thomas Seel, Michael Meindl

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024

2023

Friction and Road Condition Estimation using Dynamic Bayesian Networks^*.

Björn Volkmann, Karl-Philipp Kortmann, Thomas Seel

Proceedings of the 2023 IEEE Symposium Sensor Data Fusion and International Conference on Multisensor Fusion and Integration (SDF-MFI), 2023