Anna Vaughan

RaVÆn: unsupervised change detection of extreme events using ML on-board satellites

Vít Růžička, Anna Vaughan, Daniele De Martini et al. · Scientific Reports · 2022 · 43 citations · Full text

Convolutional conditional neural processes for local climate downscaling

Anna Vaughan, Will Tebbutt, J. Scott Hosking et al. · Geoscientific model development · 2022 · 38 citations · Full text

Climatology, Hydrometeorology, Convcnp Model +15

Semantic segmentation of methane plumes with hyperspectral machine learning models

Vít Růžička, Gonzalo Mateo‐García, Luis Gómez‐Chova et al. · Scientific Reports · 2023 · 32 citations · Full text

Real World and Tropical Cyclone World. Part II: Sensitivity of Tropical Cyclone Formation to Uniform and Meridionally Varying Sea Surface Temperatures under Aquaplanet Conditions

Kevin Walsh, S. Sharmila, Marcus Thatcher et al. · Journal of Climate · 2019 · 23 citations · Full text

Engineering, Climate Modeling, Idealized Aquaplanet Framework +17

Environmental sensor placement with convolutional Gaussian neural processes

Tom R. Andersson, Wessel P. Bruinsma, Stratis Markou et al. · Environmental Data Science · 2023 · 18 citations · Full text

Artificial Intelligence, Environmental Sensor Placement, Machine Learning +21