2 code implementations • 12 Apr 2024 • huan zhang, Justin Finkel, Dorian S. Abbot, Edwin P. Gerber, Jonathan Weare
This work demonstrates the potential for machine learning methods to extract meaningful precursors of extreme weather events and achieve better prediction using limited observational data.
no code implementations • 15 Feb 2021 • Justin Finkel, Robert J. Webber, Dorian S. Abbot, Edwin P. Gerber, Jonathan Weare
We compute the probability and lead time efficiently by solving equations involving the transition operator, which encodes all information about the dynamics.
Atmospheric and Oceanic Physics Dynamical Systems Data Analysis, Statistics and Probability