Abstract X-ray Transient Absorption Spectroscopy (XTAS) is a powerful probe for ultrafast
molecular dynamics. The evolution of XTAS signal is controlled by the shapes of potential …

In this study, we estimate the distribution of lattice model parameters based on Bayesian
estimation using the dispersion relation spectral data of lattice vibration. The dispersion …

In this paper, we propose a Bayesian spectral deconvolution considering the properties of
peaks in different energy domains. Bayesian spectral deconvolution regresses spectral data …

This is a fundamental study of a non-destructive and contactless equipment to evaluate the
chloride ion on concrete, with near infrared spectroscopy. Non-destructive measurements on …

Lithium-ion secondary batteries have been used in a wide variety of purposes, such as for
powering mobile devices and electric vehicles, but their performance should be improved …

We demonstrate that the noise tolerance of X-ray absorption near-edge structure (XANES)
analysis can be improved by reconsidering the noise model. XANES measurement is a …

X-ray photoemission spectroscopy (XPS) and X-ray absorption spectroscopy (XAS) are
powerful techniques for revealing Hamiltonian parameters in strongly correlated electron …

We proposed a data-driven science study by Bayesian spectroscopy to analyze an X-ray
magnetic circular dichroism (XMCD) spectrum and magnetic moments. In Bayesian …

Using Bayesian spectroscopy, we performed spectral decomposition of gate modulation
(GM) spectra measured in a pentacene organic field-effect transistor to understand …

The rapid advancement of data science and artificial intelligence has influenced physics in
numerous ways, including the application of Bayesian inference. Our group has proposed …