Convolutional conditional neural processes for local climate downscaling. - Anna Vaughan; William Tebbutt; J. Scott Hosking; Richard E. Turner (CoRR, 2021)

Unsupervised Change Detection of Extreme Events Using ML On-Board. - Vít Ruzicka; Anna Vaughan; Daniele De Martini; James Fulton; Valentina Salvatelli; Chris Bridges 001; Gonzalo Mateo-Garcia; Valentina Zantedeschi (CoRR, 2021)

Practical Conditional Neural Process Via Tractable Dependent Predictions. - Stratis Markou; James Requeima; Wessel P. Bruinsma; Anna Vaughan; Richard E. Turner (ICLR, 2022)

Practical Conditional Neural Processes Via Tractable Dependent Predictions. - Stratis Markou; James Requeima; Wessel P. Bruinsma; Anna Vaughan; Richard E. Turner (CoRR, 2022)

Active Learning with Convolutional Gaussian Neural Processes for Environmental Sensor Placement. - Tom R. Andersson; Wessel P. Bruinsma; Stratis Markou; James Requeima; Alejandro Coca-Castro; Anna Vaughan; Anna-Louise Ellis; Matthew Lazzara; Daniel C. Jones; J. Scott Hosking; Richard E. Turner (CoRR, 2022)

Autoregressive Conditional Neural Processes. - Wessel P. Bruinsma; Stratis Markou; James Requeima; Andrew Y. K. Foong; Tom R. Andersson; Anna Vaughan; Anthony Buonomo; J. Scott Hosking; Richard E. Turner (ICLR, 2023)

Sim2Real for Environmental Neural Processes. - Jonas Scholz; Tom R. Andersson; Anna Vaughan; James Requeima; Richard E. Turner (CoRR, 2023)

Aardvark Weather: end-to-end data-driven weather forecasting. - Anna Vaughan; Stratis Markou; Will Tebbutt; James Requeima; Wessel P. Bruinsma; Tom R. Andersson; Michael Herzog; Nicholas D. Lane; J. Scott Hosking; Richard E. Turner (CoRR, 2024)

Aurora: A Foundation Model of the Atmosphere. - Cristian Bodnar; Wessel P. Bruinsma; Ana Lucic; Megan Stanley; Johannes Brandstetter; Patrick Garvan; Maik Riechert; Jonathan A. Weyn; Haiyu Dong; Anna Vaughan; Jayesh K. Gupta; Kit Thambiratnam; et al. (CoRR, 2024)

AI for operational methane emitter monitoring from space. - Anna Vaughan; Gonzalo Mateo-Garcia; Itziar Irakulis-Loitxate; Marc Watine; Pablo Fernandez-Poblaciones; Richard E. Turner; James Requeima; Javier Gorroño; Cynthia Randles; Manfredi Caltagirone; Claudio Cifarelli (CoRR, 2024)