GPU-Accelerated Sequential Monte Carlo for Bayesian Spectral Analysis

Tomohiro Nabika, Yui Hayashi, Masato Okada

Bayesian spectral deconvolution provides a data-driven framework for mathematical model selection and parameter estimation from spectral data. Although highly versatile, it becomes…