Parameter estimation for X-ray scattering analysis with Hamiltonian Markov Chain Monte Carlo

Bayesian-inference-based approaches, in particular the random-walk Markov Chain Monte Carlo (MCMC) method, have received much attention recently for X-ray scattering analysis. Hamiltonian MCMC, a state-of-the-art development in the field of MCMC, has become popular in recent years. It utilizes Hamil...

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Bibliographic Details
Main Authors: Zhang Jiang, Jin Wang, Matthew V. Tirrell, Juan J. de Pablo, Wei Chen
Format: Article
Language:English
Published: International Union of Crystallography 2022-05-01
Series:Journal of Synchrotron Radiation
Subjects:
Online Access:http://scripts.iucr.org/cgi-bin/paper?S1600577522003034