Cargando…
Toward learning Lattice Boltzmann collision operators
ABSTRACT: In this work, we explore the possibility of learning from data collision operators for the Lattice Boltzmann Method using a deep learning approach. We compare a hierarchy of designs of the neural network (NN) collision operator and evaluate the performance of the resulting LBM method in re...
| Autores principales: | , , , , , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer Berlin Heidelberg
2023
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9988764/ https://www.ncbi.nlm.nih.gov/pubmed/36877295 http://dx.doi.org/10.1140/epje/s10189-023-00267-w |