Machine Learning Enhanced Hankel Dynamic-Mode Decomposition. - Christopher W. Curtis; Daniel Jay Alford-Lago; Erik Bollt; Andrew Tuma (CoRR, 2023)

Entropic Regression DMD (ERDMD) Discovers Informative Sparse and Nonuniformly Time Delayed Models. - Christopher W. Curtis; Erik Bollt; Daniel Jay Alford-Lago (CoRR, 2024)

Stability Analysis of Physics-Informed Neural Networks for Stiff Linear Differential Equations. - Gianluca Fabiani; Erik Bollt; Constantinos I. Siettos; Athanasios N. Yannacopoulos (CoRR, 2024)

Entropic Regression Dynamic Mode Decomposition (ERDMD) Discovers Informative Sparse and Nonuniformly Time Delayed Models. - Christopher W. Curtis; Erik Bollt; Daniel Jay Alford-Lago (Int. J. Bifurc. Chaos, 2024)

On the emergence of numerical instabilities in Next Generation Reservoir Computing. - Edmilson Roque dos Santos; Erik Bollt (CoRR, 2025)

Assimilative Causal Inference. - Marios Andreou; Nan Chen; Erik Bollt (CoRR, 2025)