Using Deep Learning for Climate Tipping Point Discovery to Understand Atlantic Meridional Overturning Circulation (AMOC) Collapse

Jennifer A. Sleeman1, David Chung2, Chace Ashcraft2, Anshu Saksena2, G. Jay Brett3, Marisa Hughes1, Anand Gnanadesikan4, Yannis Kevrekidis5, Marie-Aude Sabine Pradal6, Thomas W N Haine7 and Renske Gelderloos8, (1)Johns Hopkins University Applied Physics Laboratory, Laurel, MD, United States, (2)Johns Hopkins University Applied Physics Laboratory, Laurel, United States, (3)Applied Physics Laboratory Johns Hopkins, Laurel, United States, (4)Johns Hopkins Univ-EPS, Baltimore, MD, United States, (5)Johns Hopkins Univ, Chemical and Biomolecular Engineering, Baltimore, United States, (6)Johns Hopkins Univ, Baltimore, United States, (7)Johns Hopkins Univ, Baltimore, MD, United States, (8)Johns Hopkins University, Baltimore, MD, United States