Tom R. Andersson
Tom R. Andersson
Google DeepMind
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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
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
Autoregressive Conditional Neural Processes
W Bruinsma, S Markou, J Requeima, AYK Foong, T Andersson, ...
International Conference on Learning Representations, 0
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
Sim2Real for Environmental Neural Processes
J Scholz, TR Andersson, A Vaughan, J Requeima, RE Turner
arXiv preprint arXiv:2310.19932, 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
Ice Core Dating using Probabilistic Programming
A Ravuri, TR Andersson, I Kazlauskaite, W Tebbutt, RE Turner, ...
arXiv preprint arXiv:2210.16568, 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
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