High precision modeling of a damped oscillation in coherent phonon signals by Bayesian inference

By Bayesian inference with Metropolis algorithm, we have succeeded highly accurate estimation of a vibrational frequency as well as an initial phase for a damped oscillation contained in coherent phonon signals. Although a rise and damping profile of such vibrating signal impedes high precision esti...

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Bibliographic Details
Main Authors: S. Aihara, M. Hamamoto, K. Iwamitsu, M. Okada, I. Akai
Format: Article
Language:English
Published: AIP Publishing LLC 2017-04-01
Series:AIP Advances
Online Access:http://dx.doi.org/10.1063/1.4980021