| Implications of Kunita–Itô–Wentzell Formula for k-Forms in Stochastic Fluid Dynamics AB de Leon, DD Holm, E Luesink, S Takao Journal of Nonlinear Science 30, 1421-1454, 2020 | 28 | 2020 |
| Vector-valued Gaussian processes on Riemannian manifolds via gauge independent projected kernels M Hutchinson, A Terenin, V Borovitskiy, S Takao, Y Teh, M Deisenroth Advances in Neural Information Processing Systems 34, 17160-17169, 2021 | 27 | 2021 |
| The Burgers’ equation with stochastic transport: shock formation, local and global existence of smooth solutions D Alonso-Orán, A Bethencourt de León, S Takao Nonlinear Differential Equations and Applications NoDEA 26, 1-33, 2019 | 25 | 2019 |
| Modelling the climate and weather of a 2D Lagrangian-averaged Euler–Boussinesq equation with transport noise D Alonso-Orán, A Bethencourt de León, DD Holm, S Takao Journal of Statistical Physics 179, 1267-1303, 2020 | 23 | 2020 |
| A unifying and canonical description of measure-preserving diffusions A Barp, S Takao, M Betancourt, A Arnaudon, M Girolami arXiv preprint arXiv:2105.02845, 2021 | 14 | 2021 |
| Actually sparse variational Gaussian processes HJ Cunningham, DA de Souza, S Takao, M van der Wilk, MP Deisenroth International Conference on Artificial Intelligence and Statistics, 10395-10408, 2023 | 8 | 2023 |
| Irreversible Langevin MCMC on lie groups A Arnaudon, A Barp, S Takao Geometric Science of Information: 4th International Conference, GSI 2019 …, 2019 | 8 | 2019 |
| Impacts of atmospheric reanalysis uncertainty on Atlantic overturning estimates at 25 N HR Pillar, HL Johnson, DP Marshall, P Heimbach, S Takao Journal of Climate 31 (21), 8719-8744, 2018 | 8 | 2018 |
| Transport noise restores uniqueness and prevents blow-up in geometric transport equations A Bethencourt-de-León, S Takao arXiv preprint arXiv:2211.14695, 2022 | 6 | 2022 |
| Iterative state estimation in non-linear dynamical systems using approximate expectation propagation S Kamthe, S Takao, S Mohamed, M Deisenroth Transactions on Machine Learning Research, 2022 | 6 | 2022 |
| Gaussian Processes on Cellular Complexes M Alain, S Takao, B Paige, MP Deisenroth arXiv preprint arXiv:2311.01198, 2023 | 3 | 2023 |
| Semimargingale driven mechanics and reduction by symmetry for stochastic and dissipative dynamical systems OD Street, S Takao arXiv preprint arXiv:2312.09769, 2023 | 2 | 2023 |
| Networks of coadjoint orbits: from geometric to statistical mechanics A Arnaudon, S Takao arXiv preprint arXiv:1804.11139, 2018 | 2 | 2018 |
| Iterated INLA for State and Parameter Estimation in Nonlinear Dynamical Systems R Anderka, MP Deisenroth, S Takao arXiv preprint arXiv:2402.17036, 2024 | 1 | 2024 |
| Stochastic geometric mechanics for fluid modelling and MCMC S Takao Imperial College London, 2020 | 1 | 2020 |
| Well-posedness by noise of linear advection of k-forms AB de Leon, S Takao arXiv preprint arXiv:1904.13319, 2019 | 1 | 2019 |
| Implications of Kunita-Itô-Wentzell formula for -forms in stochastic fluid dynamics A Bethencourt de Léon, D Holm, E Luesink, S Takao arXiv, arXiv: 1903.07201, 2019 | 1 | 2019 |
| Scalable interpolation of satellite altimetry data with probabilistic machine learning W Gregory, R MacEachern, S Takao, IR Lawrence, C Nab, MP Deisenroth, ... Nature Communications 15 (1), 7453, 2024 | | 2024 |
| ARISGAN: Extreme Super-Resolution of Arctic Surface Imagery using Generative Adversarial Networks C Au-Boehm, M Tsamados, P Manescu, S Takao Frontiers in Remote Sensing 5, 1417417, 2024 | | 2024 |
| Co-located OLCI optical imagery and SAR altimetry from Sentinel-3 for enhanced Arctic spring sea ice surface classification W Chen, M Tsamados, R Willatt, S Takao, D Brockley, C de Rijke-Thomas, ... Frontiers in Remote Sensing 5, 1401653, 2024 | | 2024 |
Marc DeisenrothUniversity College London and The Alan Turing InstituteVerified email at ucl.ac.uk
