Anna Vaughan
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Convolutional conditional neural processes for local climate downscaling
A Vaughan, W Tebbutt, JS Hosking, RE Turner
Geoscientific Model Development 15 (1), 251-268, 2022
Real world and tropical cyclone world. Part II: Sensitivity of tropical cyclone formation to uniform and meridionally varying sea surface temperatures under aquaplanet conditions
KJE Walsh, S Sharmila, M Thatcher, S Wales, S Utembe, A Vaughan
Journal of Climate 33 (4), 1473-1486, 2020
Practical conditional neural processes via tractable dependent predictions
S Markou, J Requeima, WP Bruinsma, A Vaughan, RE Turner
arXiv preprint arXiv:2203.08775, 2022
RaVÆn: unsupervised change detection of extreme events using ML on-board satellites
V Růžička, A Vaughan, D De Martini, J Fulton, V Salvatelli, C Bridges, ...
Scientific reports 12 (1), 16939, 2022
The stationary banding complex and secondary eyewall formation in tropical cyclones
A Vaughan, KJE Walsh, JD Kepert
Journal of Geophysical Research: Atmospheres 125 (6), e2019JD031515, 2020
Autoregressive conditional neural processes
WP Bruinsma, S Markou, J Requiema, AYK Foong, TR Andersson, ...
arXiv preprint arXiv:2303.14468, 2023
Multivariate climate downscaling with latent neural processes
A Vaughan, ND Lane, M Herzog
Tackling Climate Change with Machine Learning ICML Workshop, 2021
STARCOP: Semantic Segmentation of Methane Plumes with Hyperspectral Machine Learning Models
V Růžička, G Mateo-Garcia, L Gómez-Chova, A Vaughan, L Guanter, ...
CH4Net: a deep learning model for monitoring methane super-emitters with Sentinel-2 imagery
A Vaughan, G Mateo-García, L Gómez-Chova, V Růžička, L Guanter, ...
EGUsphere 2023, 1-17, 2023
Environmental sensor placement with convolutional Gaussian neural processes
TR Andersson, WP Bruinsma, S Markou, J Requeima, A Coca-Castro, ...
Environmental Data Science 2, e32, 2023
Active Learning with Convolutional Gaussian Neural Processes for Environmental Sensor Placement
TR Andersson, WP Bruinsma, S Markou, DC Jones, JS Hosking, ...
arXiv preprint arXiv:2211.10381, 2022
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