Efficient parameter generation for constrained models using MCMC

Abstract Mathematical models of complex systems rely on parameter values to produce a desired behavior. As mathematical and computational models increase in complexity, it becomes correspondingly difficult to find parameter values that satisfy system constraints. We propose a Markov Chain Monte Carl...

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Bibliographic Details
Main Authors: Natalia Kravtsova, Helen M. Chamberlin, Adriana T. Dawes
Format: Article
Language:English
Published: Nature Portfolio 2023-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-43433-y