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Thomas Bolton
Thomas Bolton
Machine Learning Engineer, GitHub
Verified email at physics.ox.ac.uk
Title
Cited by
Cited by
Year
Applications of deep learning to ocean data inference and subgrid parameterization
T Bolton, L Zanna
Journal of Advances in Modeling Earth Systems 11 (1), 376-399, 2019
3082019
Data‐driven equation discovery of ocean mesoscale closures
L Zanna, T Bolton
Geophysical Research Letters 47 (17), e2020GL088376, 2020
1762020
Scale-aware deterministic and stochastic parametrizations of eddy-mean flow interaction
L Zanna, PGLP Mana, J Anstey, T David, T Bolton
Ocean Modelling 111, 66-80, 2017
842017
Deep learning of unresolved turbulent ocean processes in climate models
L Zanna, T Bolton
Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote …, 2021
252021
Predicting the future is hard and other lessons from a population time series data science competition
GRW Humphries, C Che-Castaldo, PJ Bull, G Lipstein, A Ravia, B Carrión, ...
Ecological informatics 48, 1-11, 2018
172018
Regional and Temporal Variability of Lateral Mixing in the North Atlantic
T Bolton, R Abernathey, L Zanna
Journal of Physical Oceanography, 2019
62019
Climate Modeling in the Age of Machine Learning
L Zanna, A Guillaumin, A Adcroft, T Bolton
AGU Fall Meeting 2021, 2021
2021
Interpretable Equation-Discovery for Ocean Mesoscale Parameterizations
L Zanna, T Bolton
AGU Fall Meeting Abstracts 2021, NG51A-07, 2021
2021
Machine learning for inference and parametrization of ocean turbulence
L Zanna, T Bolton
Ocean Sciences Meeting 2020, 2020
2020
Discovering Novel Eddy Parameterisations with Machine Learning
L Zanna, T Bolton
AGU Fall Meeting Abstracts 2019, GC33C-05, 2019
2019
Towards a Data-Driven Mesoscale Eddy Parameterisation
T Bolton, L Zanna
22nd Conference on Atmospheric and Oceanic Fluid Dynamics, 2019
2019
Withdrawn: Augmentation of Oceanographic Data with Deep Learning
T Bolton, L Zanna
99th American Meteorological Society Annual Meeting, 2019
2019
A data-driven investigation into the behaviour and parameterisation of mesoscale eddies
T Bolton
University of Oxford, 2019
2019
Interannual Variability of Mixing in the Gulf Stream
T Bolton, R Abernathey, L Zanna
2018 Ocean Sciences Meeting, 2018
2018
A Recipe for Parametrizing Mesoscale Eddy Fluxes
L Zanna, J Anstey, L Mana, TW David, T Bolton
American Geophysical Union 2016, PO23A-07, 2016
2016
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