Matthew Chantry

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 · 169 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

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 · 165 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +25

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 · 138 citations · Full text

Hydrological Prediction, Engineering, Weather Forecasting +19

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 · 113 citations · Full text

Patterns in Wall-Bounded Shear Flows

Laurette S. Tuckerman, Matthew Chantry, Dwight Barkley · Annual Review of Fluid Mechanics · 2019 · 106 citations · Full text

Wall-bounded Shear Flows, Unsteady Flow, Engineering +13