A novel approach for discovering stochastic models behind data applied to El Niño–Southern Oscillation

Abstract Stochastic differential equations (SDEs) are ubiquitous across disciplines, and uncovering SDEs driving observed time series data is a key scientific challenge. Most previous work on this topic has relied on restrictive assumptions, undermining the generality of these approaches. We present...

Full description

Bibliographic Details
Main Authors: Roman Olson, Soon-Il An, Soong-Ki Kim, Yanan Fan
Format: Article
Language:English
Published: Nature Publishing Group 2021-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-81162-2