Seasonal Arctic sea ice forecasting with probabilistic deep learning TR Andersson, JS Hosking, M Pérez-Ortiz, B Paige, A Elliott, C Russell, ... Nature communications 12 (1), 5124, 2021 | 165 | 2021 |
Recent decrease of summer sea ice in the Weddell Sea, Antarctica J Turner, MV Guarino, J Arnatt, B Jena, GJ Marshall, T Phillips, CC Bajish, ... Geophysical Research Letters 47 (11), e2020GL087127, 2020 | 96 | 2020 |
Autoregressive Conditional Neural Processes W Bruinsma, S Markou, J Requeima, AYK Foong, T Andersson, ... International Conference on Learning Representations, 0 | 19* | |
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 | 6 | 2023 |
Sim2Real for Environmental Neural Processes J Scholz, TR Andersson, A Vaughan, J Requeima, RE Turner arXiv preprint arXiv:2310.19932, 2023 | 2 | 2023 |
Aardvark Weather: end-to-end data-driven weather forecasting A Vaughan, S Markou, W Tebbutt, J Requeima, WP Bruinsma, ... arXiv preprint arXiv:2404.00411, 2024 | | 2024 |
Ice Core Dating using Probabilistic Programming A Ravuri, TR Andersson, I Kazlauskaite, W Tebbutt, RE Turner, ... arXiv preprint arXiv:2210.16568, 2022 | | 2022 |
A daily to seasonal Arctic sea ice forecasting AI TR Andersson, JS Hosking, E Krige, M Pérez-Ortiz, B Paige, A Elliott, ... EGU General Assembly Conference Abstracts, EGU21-15981, 2021 | | 2021 |