Markov Chain Monte Carlo Mcmc Sampling | List of Frontiers open access articles

Original Research

Published on 14 Jun 2023

Testing the forecasting skills of aftershock models using a Bayesian framework

in Statistical and Computational Physics

Elisa Dong
Robert Shcherbakov
Katsuichiro Goda

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1126511

6,784 views
4 citations

Original Research

Published on 25 May 2021

Validation of MCMC-Based Travel Simulation Framework Using Mobile Phone Data

in Transportation Systems Modeling

Suxia Gong
Ismaïl Saadi
Jacques Teller
Mario Cools

Frontiers in Future Transportation

doi 10.3389/ffutr.2021.660929

3,793 views
5 citations

Original Research

Published on 25 Oct 2021

Fast Posterior Estimation of Cardiac Electrophysiological Model Parameters via Bayesian Active Learning

in Computational Physiology and Medicine

Md Shakil Zaman
Jwala Dhamala
Pradeep Bajracharya
John L. Sapp
B. Milan Horácek
Katherine C. Wu
Natalia A. Trayanova
Linwei Wang

Frontiers in Physiology

doi 10.3389/fphys.2021.740306

2,892 views
12 citations

Methods

Published on 22 Jan 2021

A Zero-Inflated Latent Dirichlet Allocation Model for Microbiome Studies

in Systems Biology Archive

Rebecca A. Deek
Hongzhe Li

Frontiers in Genetics

doi 10.3389/fgene.2020.602594

6,974 views
22 citations

Original Research

Published on 22 Aug 2022

Analyzing rotational bands in odd-mass nuclei using effective field theory and Bayesian methods

in Nuclear Physics

I. K. Alnamlah
E. A. Coello Pérez
D. R. Phillips

Frontiers in Physics

doi 10.3389/fphy.2022.901954

3,913 views
5 citations

Original Research

Published on 16 Jun 2021

Uncertainty Quantification and Bayesian Inference of Cloud Parameterization in the NCAR Single Column Community Atmosphere Model (SCAM6)

in Predictions and Projections

Raju Pathak
Hari Prasad Dasari
Samah El Mohtar
Aneesh C. Subramanian
Sandeep Sahany
Saroj Kanta Mishra
Omar Knio
Ibrahim Hoteit

Frontiers in Climate

doi 10.3389/fclim.2021.670740

4,325 views
6 citations

Articles

Testing the forecasting skills of aftershock models using a Bayesian framework

Validation of MCMC-Based Travel Simulation Framework Using Mobile Phone Data

Fast Posterior Estimation of Cardiac Electrophysiological Model Parameters via Bayesian Active Learning

A Zero-Inflated Latent Dirichlet Allocation Model for Microbiome Studies

Analyzing rotational bands in odd-mass nuclei using effective field theory and Bayesian methods

Uncertainty Quantification and Bayesian Inference of Cloud Parameterization in the NCAR Single Column Community Atmosphere Model (SCAM6)