Low Capillary Elastic Flow Model Optimization Using the Lattice Boltzmann Method and Non-Dominated Sorting Genetic Algorithm

Low Capillary Elastic Flow Model Optimization Using the Lattice Boltzmann Method and Non-Dominated Sorting Genetic Algorithm

In simulations of elastic flow using the lattice Boltzmann method (LBM), the steady-state behavior of the flow at low capillary numbers is typically poor and prone to the formation of bubbles with inhomogeneous lengths. This phenomenon undermines the precise control of heat transfer, mass transfer,...

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Bibliographic Details
Main Authors: Yaqi Hou, Wei Zhang, Jiahua Hu, Feiyu Gao, Xuexue Zong
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Micromachines
Subjects:
lattice Boltzmann method
microchannel elastic flow
machine learning
NSGA-II
model optimization
Online Access:https://www.mdpi.com/2072-666X/16/3/298
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