Summary
My personal web page is available at http://www2.imperial.ac.uk/~knw/.
Publications
Journals
Webster K, 2022, Low-Rank kernel approximation of Lyapunov functions using neural networks, Journal of Computational Dynamics, ISSN:2158-2505
Giesl P, Hamzi B, Rasmussen M, et al. , 2020, Approximation of Lyapunov functions from noisy data, Journal of Computational Dynamics, Vol:7, ISSN:2158-2491, Pages:57-81
Rasmussen M, Rieger J, Webster KN, 2018, A reinterpretation of set differential equations as differential equations in a Banach space, Proceedings of the Royal Society of Edinburgh Section A-mathematics, Vol:148, ISSN:1473-7124, Pages:429-446
Conference
Gabel A, Klein V, Valperga R, et al. , 2023, Learning lie group symmetry transformations with neural networks, 2nd Annual Workshop on Topology, Algebra, and Geometry in Machine Learning (TAG-ML) at the 40th International Conference on Machine Learning, ML Research Press, Pages:50-59
Valperga R, Webster K, Klein V, et al. , Learning reversible symplectic dynamics, 4th Annual Learning for Dynamics and Control Conference, PLMR