2 papers
cs.LG2025
Sample-Efficient Bayesian Transfer Learning for Online Machine Parameter Optimization
Philipp Wagner, Tobias Nagel, Philipp Leube +1
Correctly setting the parameters of a production machine is essential to improve product quality, increase efficiency, and reduce production costs while also supporting sustainabil…
eess.SY2022
Kalman-Bucy-Informed Neural Network for System Identification
Tobias Nagel, Marco F. Huber
Identifying parameters in a system of nonlinear, ordinary differential equations is vital for designing a robust controller. However, if the system is stochastic in its nature or i…