Korali: efficient and scalable software framework for Bayesian uncertainty quantification and stochastic optimization
type: Item
instance of: scholarly article
title: Korali: efficient and scalable software framework for Bayesian uncertainty quantification and stochastic optimization
author: Sergio M. Martin
author: Daniel Wälchli
author: Georgios Arampatzis
author: Athena E. Economides
author: Petr Karnakov
author: Petros Koumoutsakos
published in: Computer Methods in Applied Mechanics and Engineering
publication date: 2022-01-26T00:00:00Z
full work available at URL: https://arxiv.org/abs/2005.13457
Mathematics Subject Classification ID: 62F15
Mathematics Subject Classification ID: 90-04
Mathematics Subject Classification ID: 90C15
zbMATH DE Number: 7464476
zbMATH Keywords: high-performance computing
zbMATH Keywords: Bayesian uncertainty quantification
zbMATH Keywords: optimization
cites work: Aphros
cites work: APT-MCMC
cites work: Mirheo
cites work: GAMBIT
cites work: Learning probability distributions in continuous evolutionary algorithms -- a comparative review
cites work: \(\Pi\)4U: a high performance computing framework for Bayesian uncertainty quantification of complex models
cites work: The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo
cites work: A Cartesian grid embedded boundary method for hyperbolic conservation laws
cites work: Mirheo: high-performance mesoscale simulations for microfluidics
cites work: Fast parallel algorithms for short-range molecular dynamics
cites work: Handbook of Uncertainty Quantification
describes a project that uses: Aphros
describes a project that uses: APT-MCMC
describes a project that uses: Mirheo
describes a project that uses: GAMBIT
describes a project that uses: muq
describes a project that uses: Pi4U
describes a project that uses: TORC
describes a project that uses: EasyVVUQ
describes a project that uses: UQpy
describes a project that uses: IMPALA
describes a project that uses: DAKOTA
describes a project that uses: MultiNest
describes a project that uses: PSUADE
describes a project that uses: UQLab
describes a project that uses: ABC-SysBio
describes a project that uses: CMA-ES
describes a project that uses: BCM
describes a project that uses: BioBayes
describes a project that uses: Stan
describes a project that uses: QUESO
describes a project that uses: Adam
describes a project that uses: Chaospy
describes a project that uses: Uncertainpy
describes a project that uses: GitHub
MaRDI profile type: Publication
OpenAlex ID: W3216037700
DOI: 10.1016/J.CMA.2021.114264
description: scientific article; zbMATH DE number 7464476