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Megan R Ebers
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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
62024
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
32023
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
12023
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
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