Bayesian Computation | List of Frontiers open access articles

Original Research

Published on 02 Mar 2018

Can Machines Learn Respiratory Virus Epidemiology?: A Comparative Study of Likelihood-Free Methods for the Estimation of Epidemiological Dynamics

in Infectious Agents and Disease

Heidi L. Tessmer
Kimihito Ito
Ryosuke Omori

Frontiers in Microbiology

doi 10.3389/fmicb.2018.00343

8,412 views
12 citations

Methods

Published on 20 Jan 2022

Towards Human in the Loop Analysis of Complex Point Clouds: Advanced Visualizations, Quantifications, and Communication Features in Virtual Reality

in Data Visualization

Thomas Blanc
Hippolyte Verdier
Louise Regnier
Guillaume Planchon
Corentin Guérinot
Mohamed El Beheiry
Jean-Baptiste Masson
Bassam Hajj

Frontiers in Bioinformatics

doi 10.3389/fbinf.2021.775379

4,934 views
7 citations

Original Research

Published on 30 Aug 2017

Automatic Kernel Selection for Gaussian Processes Regression with Approximate Bayesian Computation and Sequential Monte Carlo

in Structural Sensing, Control and Asset Management

Anis Ben Abdessalem
Nikolaos Dervilis
David J. Wagg
Keith Worden

Frontiers in Built Environment

doi 10.3389/fbuil.2017.00052

18,596 views
63 citations

Original Research

Published on 20 Aug 2018

Parameter Estimation of Platelets Deposition: Approximate Bayesian Computation With High Performance Computing

in Computational Physiology and Medicine

Ritabrata Dutta
Bastien Chopard
Jonas Lätt
Frank Dubois
Karim Zouaoui Boudjeltia
Antonietta Mira

Frontiers in Physiology

doi 10.3389/fphys.2018.01128

3,986 views
7 citations

Original Research

Published on 04 Feb 2021

Spatial Genetic Structure and Demographic History of the Dominant Forest Oak Quercus fabri Hance in Subtropical China

in Plant Systematics and Evolution

Xiao-Dan Chen
Jia Yang
Yu-Fan Guo
Yue-Mei Zhao
Tao Zhou
Xiao Zhang
Miao-Miao Ju
Zhong-Hu Li
Gui-Fang Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2020.583284

7,047 views
15 citations

Original Research

Accepted on 30 Mar 2026

Mobility between communities can reduce the impact of measles intervention during an outbreak: a mathematical modelling study

in Infectious Diseases: Epidemiology and Prevention

Michael A Irvine
Kari Harder
Prital Patel
Agatha Jassem
Megan R Edwards
Elaine Chan
Jia Hu
Jennifer Vines
Trevor Corneil
Tribesty Nguyen

Frontiers in Public Health

Original Research

Published on 14 Feb 2022

Population Genetic Analysis of Aedes aegypti Mosquitoes From Sudan Revealed Recent Independent Colonization Events by the Two Subspecies

in Evolutionary and Population Genetics

Mohammed-Ahmed B. Elnour
Andrea Gloria-Soria
Rasha S. Azrag
Abeer M. Alkhaibari
Jeffrey R. Powell
Bashir Salim

Frontiers in Genetics

doi 10.3389/fgene.2022.825652

7,825 views
10 citations

Brief Research Report

Published on 10 May 2021

Bayesian Inference of Ice Softness and Basal Sliding Parameters at Langjökull

in Cryospheric Sciences

Giri Gopalan
Birgir Hrafnkelsson
Guðfinna Aðalgeirsdóttir
Finnur Pálsson

Frontiers in Earth Science

doi 10.3389/feart.2021.610069

3,697 views
6 citations

Original Research

Published on 22 Nov 2024

Phylogeographical analysis of Nerita yoldii revealed its geographical distribution pattern and drivers of population divergence in the Northwestern Pacific region

in Marine Molecular Biology and Ecology

Yanbin Tang
Rongliang Zhang
Qinghe Liu
Lu Shou
Yibo Liao

Frontiers in Marine Science

doi 10.3389/fmars.2024.1396411

1,644 views
1 citation

Original Research

Published on 11 Dec 2025

Analysis of the population genetic structure and demographic history of Tilia amurensis and Tilia japonica in China using SSR markers

in Plant Systematics and Evolution

Yue Zhang
Fengqi Zang
Dan Liu
Yan Ma
Yizeng Lu
Qichao Wu
Dekui Zang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1651814

1,140 views

Original Research

Published on 12 Feb 2015

Probabilistic inference in discrete spaces can be implemented into networks of LIF neurons

Dimitri Probst
Mihai A. Petrovici
Ilja Bytschok
Johannes Bill
Dejan Pecevski
Johannes Schemmel
Karlheinz Meier

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2015.00013

8,630 views
21 citations

Original Research

Published on 05 Sep 2023

Multiple introductions and human-aided dispersal of the UK’s most widespread non-native amphibian

in Conservation

Sarah E. Ball
Mollie Gupta
Sarah J. Aldridge
Bryony E. Allen
Sally C. Faulkner
Gonzalo Oteo-García
Richard A. Griffiths
Peter Hill
Nicola J. Morris
Michael C. A. Stevens

Frontiers in Amphibian and Reptile Science

doi 10.3389/famrs.2023.1215723

5,386 views
4 citations

Original Research

Published on 08 Nov 2019

Inferring the Origin of Cultivated Zizania latifolia, an Aquatic Vegetable of a Plant-Fungus Complex in the Yangtze River Basin

in Plant Breeding

Yao Zhao
Zhiping Song
Lan Zhong
Qin Li
Jiakuan Chen
Jun Rong

Frontiers in Plant Science

doi 10.3389/fpls.2019.01406

5,928 views
18 citations

Original Research

Published on 02 Jul 2020

Population Genetic Structure and Demographic History of Primula fasciculata in Southwest China

in Plant Systematics and Evolution

Guangpeng Ren
Rubén G. Mateo
Elena Conti
Nicolas Salamin

Frontiers in Plant Science

doi 10.3389/fpls.2020.00986

6,495 views
14 citations

Original Research

Published on 19 May 2022

Population and Landscape Genetics Provide Insights Into Species Conservation of Two Evergreen Oaks in Qinghai–Tibet Plateau and Adjacent Regions

in Plant Bioinformatics

Keke Liu
Min Qi
Fang K. Du

Frontiers in Plant Science

doi 10.3389/fpls.2022.858526

4,059 views
6 citations

Original Research

Published on 25 Oct 2016

Gene Flow Results in High Genetic Similarity between Sibiraea (Rosaceae) Species in the Qinghai-Tibetan Plateau

in Evolutionary and Population Genetics

Peng-Cheng Fu
Qing-Bo Gao
Fa-Qi Zhang
Rui Xing
Jiu-Li Wang
Hai-Rui Liu
Shi-Long Chen

Frontiers in Plant Science

doi 10.3389/fpls.2016.01596

6,763 views
10 citations

Articles

Can Machines Learn Respiratory Virus Epidemiology?: A Comparative Study of Likelihood-Free Methods for the Estimation of Epidemiological Dynamics

Towards Human in the Loop Analysis of Complex Point Clouds: Advanced Visualizations, Quantifications, and Communication Features in Virtual Reality

Automatic Kernel Selection for Gaussian Processes Regression with Approximate Bayesian Computation and Sequential Monte Carlo

Parameter Estimation of Platelets Deposition: Approximate Bayesian Computation With High Performance Computing

Spatial Genetic Structure and Demographic History of the Dominant Forest Oak Quercus fabri Hance in Subtropical China

Mobility between communities can reduce the impact of measles intervention during an outbreak: a mathematical modelling study

Population Genetic Analysis of Aedes aegypti Mosquitoes From Sudan Revealed Recent Independent Colonization Events by the Two Subspecies

Bayesian Inference of Ice Softness and Basal Sliding Parameters at Langjökull

Phylogeographical analysis of Nerita yoldii revealed its geographical distribution pattern and drivers of population divergence in the Northwestern Pacific region

Analysis of the population genetic structure and demographic history of Tilia amurensis and Tilia japonica in China using SSR markers

Probabilistic inference in discrete spaces can be implemented into networks of LIF neurons

Multiple introductions and human-aided dispersal of the UK’s most widespread non-native amphibian

Inferring the Origin of Cultivated Zizania latifolia, an Aquatic Vegetable of a Plant-Fungus Complex in the Yangtze River Basin

Population Genetic Structure and Demographic History of Primula fasciculata in Southwest China

Population and Landscape Genetics Provide Insights Into Species Conservation of Two Evergreen Oaks in Qinghai–Tibet Plateau and Adjacent Regions

Gene Flow Results in High Genetic Similarity between Sibiraea (Rosaceae) Species in the Qinghai-Tibetan Plateau