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
30 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 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
24 2020 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
24 2019 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
17 2021 Gaussian processes on cellular complexes M Alain, S Takao, B Paige, MP Deisenroth
arXiv preprint arXiv:2311.01198, 2023
12 2023 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
12 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
Stochastics and Partial Differential Equations: Analysis and Computations, 1-95, 2024
7 2024 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
7 2024 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 Semimartingale driven mechanics and reduction by symmetry for stochastic and dissipative dynamical systems OD Street, S Takao
arXiv preprint arXiv:2312.09769, 2023
5 2023 Implications of Kunita-Itô-Wentzell formula for A Bethencourt de Léon, D Holm, E Luesink, S Takao
arXiv, arXiv: 1903.07201, 2019
2 2019 Networks of coadjoint orbits: from geometric to statistical mechanics A Arnaudon, S Takao
arXiv preprint arXiv:1804.11139, 2018
2 2018 Graph Classification Gaussian Processes via Hodgelet Spectral Features M Alain, S Takao, X Dong, B Rieck, E Noutahi
arXiv preprint arXiv:2410.10546, 2024
1 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
1 2024 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 Short-term Prediction and Filtering of Solar Power Using State-Space Gaussian Processes S Nassimiha, P Dudfield, J Kelly, MP Deisenroth, S Takao
arXiv preprint arXiv:2302.00388, 2023
1 2023 Stochastic geometric mechanics for fluid modelling and MCMC S Takao
Imperial College London, 2020
1 2020 
Marc DeisenrothUniversity College London and Google DeepMindEmail được xác minh tại ucl.ac.uk