עקוב אחר
Thomas Bolton
Thomas Bolton
Machine Learning Engineer, GitHub
כתובת אימייל מאומתת בדומיין physics.ox.ac.uk
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
3162019
Data‐driven equation discovery of ocean mesoscale closures
L Zanna, T Bolton
Geophysical Research Letters 47 (17), e2020GL088376, 2020
1822020
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
862017
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
52019
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Withdrawn: Augmentation of Oceanographic Data with Deep Learning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
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–15