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physics.comp-ph2025
Estimating Free Parameters in Stochastic Oscillatory Models Using a Weighted Cost Function
Joseph M. Marcinik, Dzmitry Vaido, Dolores Bozovic
In this study, we estimate parameters in stochastic oscillatory systems by developing a novel cost function. This function incorporates power spectral density, analytic signal, and…
physics.comp-ph2023★ 2 cited
Developing Parameter-Reduction Methods on a Biophysical Model of Auditory Hair Cells
Joseph M. Marcinik, Martín A. Toderi, Dolores Bozovic
Biophysical models describing complex, cellular phenomena typically include systems of nonlinear differential equations with many free parameters. While experimental measurements c…