Publicaties

2025

Geometric Neural Ordinary Differential Equations: From Manifolds to Lie Groups (2025)Entropy, 27(8). Article 878. Wotte, Y. P., Califano, F. & Stramigioli, S.https://doi.org/10.3390/e27080878Learning Passive Policies (2025)In European Robotics Forum 2024 - 15th ERF (pp. 338-343) (Springer Proceedings in Advanced Robotics; Vol. 32 SPAR). Springer. Zanella, R., Califano, F., Secchi, C. & Stramigioli, S.https://doi.org/10.1007/978-3-031-76424-0_60Limiting Kinetic Energy Through Control Barrier Functions: Analysis and Experimental Validation (2025)IEEE Robotics and automation letters, 10(7), 7595-7602. Califano, F., Logmans, D. & Roozing, W.https://doi.org/10.1109/LRA.2025.3578847

2024

Optimal potential shaping on SE(3) via neural ordinary differential equations on Lie groups (2024)International journal of robotics research, 43(14), 2221-2244. Wotte, Y. P., Califano, F. & Stramigioli, S.https://doi.org/10.1177/02783649241256044Limiting Kinetic Energy through Control Barrier Functions: Analysis and Experimental Validation (2024)[Working paper › Working paper]. ArXiv.org. Califano, F., Logmans, D. & Roozing, W.https://doi.org/10.48550/arXiv.2411.02186Denoising Diffusion Planner: Learning Complex Paths from Low-Quality Demonstrations (2024)[Working paper › Working paper]. ArXiv.org. Nikken, M., Botteghi, N., Roozing, W. & Califano, F.https://doi.org/10.48550/arXiv.2410.21497Lossless optimal transient control for rigid bodies in 3D space (2024)[Working paper › Preprint]. ArXiv.org. Zanella, R., Califano, F., Franchi, A. & Stramigioli, S.https://doi.org/10.48550/arXiv.2410.15984The effect of control barrier functions on energy transfers in controlled physical systems (2024)[Working paper › Preprint]. ArXiv.org. Califano, F., Zanella, R., Macchelli, A. & Stramigioli, S.https://doi.org/10.48550/arXiv.2406.13420Learning passive policies with virtual energy tanks in robotics (2024)IET Control Theory and Applications, 18(5), 541-550. Zanella, R., Palli, G., Stramigioli, S. & Califano, F.https://doi.org/10.1049/cth2.12558Optimal Potential Shaping on SE(3) via Neural ODEs on Lie Groups (2024)[Working paper › Preprint]. ArXiv.org. Wotte, Y. P., Califano, F. & Stramigioli, S.https://doi.org/10.48550/arXiv.2401.15107

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