Matthew Chantry

A Generative Deep Learning Approach to Stochastic Downscaling of Precipitation Forecasts

Lucy Harris, Andrew T. T. McRae, Matthew Chantry et al. · Journal of Advances in Modeling Earth Systems · 2022 · 185 citations · Full text

Computing, Computer Science, Meteorology +15

Opportunities and challenges for machine learning in weather and climate modelling: hard, medium and soft AI

Matthew Chantry, Hannah M. Christensen, Peter Dueben et al. · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2021 · 178 citations · Full text

Natural Sciences, Computer Science, Meteorology +12

WeatherBench 2: A Benchmark for the Next Generation of Data‐Driven Global Weather Models

Stephan Rasp, Stephan Hoyer, Alexander Merose et al. · Journal of Advances in Modeling Earth Systems · 2024 · 171 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +13

The Rise of Data-Driven Weather Forecasting: A First Statistical Assessment of Machine Learning–Based Weather Forecasts in an Operational-Like Context

Zied Ben Bouallègue, Mariana Clare, Linus Magnusson et al. · Bulletin of the American Meteorological Society · 2024 · 148 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +17

Patterns in Wall-Bounded Shear Flows

Laurette S. Tuckerman, Matthew Chantry, Dwight Barkley · Annual Review of Fluid Mechanics · 2019 · 112 citations · Full text

Natural Sciences, Physics, Aerodynamics +16