Charlotte Connolly

May 26, 2023 | journals.ametsoc.org | Elizabeth Barnes |Pedram Hassanzadeh |Mike Pritchard |Charlotte Connolly

Keywords: Atmospheric circulation; Forcing; Nonlinear dynamics; Data science; Deep learning; Neural networks1. IntroductionThe eddy-driven jet stream drives much of the Northern Hemisphere midlatitude weather (e.g., Nakamura et al. 2004; Athanasiadis et al. 2010; Shaw et al. 2016; Madonna et al. 2017). Consequently, changes in the jet stream position and strength can result in enormous societal impact by impacting heat waves, droughts, and flooding events (Schubert et al.