Ground-truth "resting-state" signal provides data-driven estimation and correction for scanner distortion of fMRI time-series dynamics. - Rajat Kumar; Liang Tan; Alan Kriegstein; Andrew Lithen; Jonathan R. Polimeni; Lilianne R. Mujica-Parodi; Helmut H. Strey (NeuroImage, 2021)

FixFit: using parameter-compression to solve the inverse problem in overdetermined models. - Botond B. Antal; Anthony G. Chesebro; Helmut H. Strey; Lilianne R. Mujica-Parodi; Corey Weistuch (CoRR, 2023)

Parameter estimation from an Ornstein-Uhlenbeck process with measurement noise. - Simon Carter; Helmut H. Strey (CoRR, 2023)

Achieving Occam's razor: Deep learning for optimal model reduction. - Botond B. Antal; Anthony G. Chesebro; Helmut H. Strey; Lilianne R. Mujica-Parodi; Corey Weistuch (PLoS Comput. Biol., 2024)

Scientific Machine Learning of Chaotic Systems Discovers Governing Equations for Neural Populations. - Anthony G. Chesebro; David Hofmann; Vaibhav Dixit; Earl K. Miller; Richard H. Granger; Alan Edelman; Christopher Vincent Rackauckas; Lilianne R. Mujica-Parodi; Helmut H. Strey (CoRR, 2025)