So Takao
So Takao
Research Fellow in Machine Learning for Climate Science, University College London
Verified email at
Cited by
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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
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
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
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
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
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
Irreversible Langevin MCMC on lie groups
A Arnaudon, A Barp, S Takao
Geometric Science of Information: 4th International Conference, GSI 2019 …, 2019
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
Transport noise restores uniqueness and prevents blow-up in geometric transport equations
A Bethencourt-de-León, S Takao
arXiv preprint arXiv:2211.14695, 2022
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
Well-posedness by noise of linear advection of k-forms
AB de Leon, S Takao
arXiv preprint arXiv:1904.13319, 2019
Networks of coadjoint orbits: from geometric to statistical mechanics
A Arnaudon, S Takao
arXiv preprint arXiv:1804.11139, 2018
A Geometric Extension of the It\^ o-Wentzell and Kunita's Formulas
AB de León, S Takao
arXiv preprint arXiv:2311.04439, 2023
Gaussian Processes on Cellular Complexes
M Alain, S Takao, B Paige, MP Deisenroth
arXiv preprint arXiv:2311.01198, 2023
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
Stochastic geometric mechanics for fluid modelling and MCMC
S Takao
Imperial College London, 2020
Well-posedness by noise for linear advection of -forms
A Bethencourt de Leon, S Takao
arXiv e-prints, arXiv: 1904.13319, 2019
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