Composed Physics- and Data-driven System Identification for Non-autonomous Systems in Control Engineering. - Ricarda-Samantha Götte; Julia Timmermann (CoRR, 2021)

Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems. - Oliver Schön; Ricarda-Samantha Götte; Julia Timmermann (CoRR, 2022)

Estimating States and Model Uncertainties Jointly by a Sparsity Promoting UKF. - Ricarda-Samantha Götte; Julia Timmermann (CoRR, 2022)

Approximating a Laplacian Prior for Joint State and Model Estimation within an UKF. - Ricarda-Samantha Götte; Julia Timmermann (CoRR, 2022)