Using Machine Learning to Anticipate Tipping Points and Extrapolate to Post-Tipping Dynamics of Non-Stationary Dynamical Systems. - Dhruvit Patel; Edward Ott (CoRR, 2022)

Attention-Based Ensemble Pooling for Time Series Forecasting. - Dhruvit Patel; Alexander Wikner (CoRR, 2023)

Exploring the Potential of Hybrid Machine-Learning/Physics-Based Modeling for Atmospheric/Oceanic Prediction Beyond the Medium Range. - Dhruvit Patel; Troy Arcomano; Brian R. Hunt; Istvan Szunyogh; Edward Ott (CoRR, 2024)