Jonathan A. Weyn

Can Machines Learn to Predict Weather? Using Deep Learning to Predict Gridded 500‐hPa Geopotential Height From Historical Weather Data

Jonathan A. Weyn, Dale R. Durran, Rich Caruana · Journal of Advances in Modeling Earth Systems · 2019 · 350 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

Thunderstorms Do Not Get Butterflies

Dale R. Durran, Jonathan A. Weyn · Bulletin of the American Meteorological Society · 2015 · 78 citations

Climate Sciences, Meteorology, Storm Surge +15

A foundation model for the Earth system

Cristian Bodnar, Wessel P. Bruinsma, Ana Lučić et al. · Nature · 2025 · 74 citations · Full text

The Dependence of the Predictability of Mesoscale Convective Systems on the Horizontal Scale and Amplitude of Initial Errors in Idealized Simulations

Jonathan A. Weyn, Dale R. Durran · Journal of the Atmospheric Sciences · 2017 · 61 citations

Predictability Lead Times, Engineering, Kinetic Energy +20

Practical Considerations for Computing Dimensional Spectra from Gridded Data

Dale R. Durran, Jonathan A. Weyn, Maximo Q. Menchaca · Monthly Weather Review · 2017 · 42 citations

Spectral Theory, Numerical Analysis, Engineering +16