Symplectic Gaussian Process Dynamics. - Katharina Ensinger; Friedrich Solowjow; Michael Tiemann 001; Sebastian Trimpe (CoRR, 2021)

Structure-Preserving Gaussian Process Dynamics. - Katharina Ensinger; Friedrich Solowjow; Sebastian Ziesche; Michael Tiemann 001; Sebastian Trimpe (ECML/PKDD (5), 2022)

Combining Slow and Fast: Complementary Filtering for Dynamics Learning. - Katharina Ensinger; Sebastian Ziesche; Barbara Rakitsch; Michael Tiemann 001; Sebastian Trimpe (AAAI, 2023)

Exact Inference for Continuous-Time Gaussian Process Dynamics. - Katharina Ensinger; Nicholas Tagliapietra; Sebastian Ziesche; Sebastian Trimpe (AAAI, 2024)

Learning Hybrid Dynamics Models with Simulator-Informed Latent States. - Katharina Ensinger; Sebastian Ziesche; Sebastian Trimpe (AAAI, 2024)

Safe Active Learning for Gaussian Differential Equations. - Leon Glass; Katharina Ensinger; Christoph Zimmer (CoRR, 2024)