Structure preserving and machine learning methods for mechanical systems
Has parts
Celledoni, Elena; Çokaj, Ergys; Leone, Andrea; Murari, Davide; Owren, Brynjulf. Lie Group integrators for mechanical systems. International Journal of Computer Mathematics 2021 s. 58-88 https://doi.org/10.1080/00207160.2021.1966772 CC BY-NC-NDCelledoni, Elena; Cokaj, Ergys; Leone, Andrea; Murari, Davide; Owren, Brynjulf Rustad. Dynamics of the N-fold Pendulum in the Framework of Lie Group Integrators. Mathematics in Industry 2022 ;Volum 39. s. 297-304 https://doi.org/10.1007/978-3-031-11818-0_39
Arnold, Martin; Celledoni, Elena; Cokaj, Ergys; Owren, Brynjulf Rustad; Tumiotto, Denise. B-stability of numerical integrators on Riemannian manifolds. This article has been published in a revised form in Journal of Computational Dynamics 2024 ;Volum 11.(1) s. 92-107 https://doi.org/10.3934/jcd.2024002 This version is free to download for private research and study only. Not for redistribution, re-sale or use in derivative works.
Celledoni, Elena; Cokaj, Ergys; Leone, Andrea; Leyendecker,Sigrid; Murari, Davide; Owren, Brynjulf; de Almagro, Rodrigo T. Sato Martín; Stavole, Martina. Neural networks for the approximation of Euler’s elastica preprint-https://arxiv.org/pdf/2312.00644
Çokaj, Ergys; Gustad, Halvor Snersrud; Leone, Andrea; Moe, Per Thomas; Moldestad, Lasse. Supervised Time Series Classification for Anomaly Detection in Subsea Engineering. This article has been published in a revised form in Journal of Computational Dynamics 2024 ;Volum 11.(3) s. 376-40 https://doi.org/10.3934/jcd.20240198 This version is free to download for private research and study only. Not for redistribution, re-sale or use in derivative works.