Data-driven transition path analysis yields a statistical understanding of sudden stratospheric warming events in an idealized model

J Finkel, RJ Webber, EP Gerber… - Journal of the …, 2023 - journals.ametsoc.org
Atmospheric regime transitions are highly impactful as drivers of extreme weather events,
but pose two formidable modeling challenges: predicting the next event (weather …

Probing reaction channels via reinforcement learning

S Liang, AN Singh, Y Zhu, DT Limmer… - … Learning: Science and …, 2023 - iopscience.iop.org
Chemical reactions are dynamical processes involving the correlated reorganization of
atomic configurations, driving the conversion of an initial reactant into a result product. By …