Discrepancy Modeling Framework: Learning Missing Physics, Modeling Systematic Residuals, and Disambiguating between Deterministic and Random Effects MR Ebers, KM Steele, JN Kutz SIAM Journal on Applied Dynamical Systems 23 (1), 440-469, 2024 | 6 | 2024 |
A machine learning approach to quantify individual gait responses to ankle exoskeletons MR Ebers, MC Rosenberg, JN Kutz, KM Steele Journal of Biomechanics 157, 111695, 2023 | 3 | 2023 |
Leveraging arbitrary mobile sensor trajectories with shallow recurrent decoder networks for full-state reconstruction MR Ebers, JP Williams, KM Steele, JN Kutz arXiv preprint arXiv:2307.11793, 2023 | 1 | 2023 |
Machine learning for dynamical models of human movement MR Ebers University of Washington, 2023 | | 2023 |
Universal Dynamics of Damped-Driven Systems: The Logistic Map as a Normal Form for Energy Balance JN Kutz, A Rahman, MR Ebers, J Koch, JJ Bramburger arXiv preprint arXiv:2211.11748, 2022 | | 2022 |
Discrepancy Modeling in Bipedal Dynamics M Auger, JN Kutz, KM Steele | | |
Discrepancy modeling of ankle exoskeleton walking MR Ebers, MC Rosenberg, JN Kutz, KM Steele | | |