| Convolutional conditional neural processes for local climate downscaling A Vaughan, W Tebbutt, JS Hosking, RE Turner Geoscientific Model Development 15 (1), 251-268, 2022 | 18 | 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 | 16 | 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 | 14 | 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 | 11* | 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 | 6 | 2020 |
| Autoregressive conditional neural processes WP Bruinsma, S Markou, J Requiema, AYK Foong, TR Andersson, ... arXiv preprint arXiv:2303.14468, 2023 | 5 | 2023 |
| Multivariate climate downscaling with latent neural processes A Vaughan, ND Lane, M Herzog Tackling Climate Change with Machine Learning ICML Workshop, 2021 | 3 | 2021 |
| STARCOP: Semantic Segmentation of Methane Plumes with Hyperspectral Machine Learning Models V Růžička, G Mateo-Garcia, L Gómez-Chova, A Vaughan, L Guanter, ... | | 2023 |
| 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 | | 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 | | 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 | | 2022 |
Richard E TurnerProfessor, University of CambridgeZweryfikowany adres z cam.ac.uk
