Data-driven optimization study of the multi-relaxation-time lattice Boltzmann method for solid-liquid phase change

DOI10.1007/s10483-023-2946-7OpenAlexW4313334531MaRDI QIDQ2689984

Zixiao Kang, Yanlin Ren, Yan Pang, Zhao-Miao Liu

Publication date: 14 March 2023

Published in: AMM. Applied Mathematics and Mechanics. (English Edition) (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10483-023-2946-7

zbMATH Keywords

convergencelattice Boltzmann methodrelaxation parametersupport vector machinerandom forest model

Mathematics Subject Classification ID

Stefan problems, phase changes, etc. (80A22) Multiphase and multicomponent flows (76T99) Particle methods and lattice-gas methods (76M28)

Cites Work

• An immersed boundary-thermal lattice Boltzmann method for solid-liquid phase change
• Phase interface effects in the total enthalpy-based lattice Boltzmann model for solid-liquid phase change
• Discrete lattice effects on the forcing term in the lattice Boltzmann method
• Analysis of lattice Boltzmann equation for microscale gas flows: Relaxation times, boundary conditions and the Knudsen layer

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