Cargando…

Decentralized digital twins of complex dynamical systems

In this article, we introduce a decentralized digital twin (DDT) modeling framework and its potential applications in computational science and engineering. The DDT methodology is based on the idea of federated learning, a subfield of machine learning that promotes knowledge exchange without disclos...

Descripción completa

Detalles Bibliográficos
Autores principales: San, Omer, Pawar, Suraj, Rasheed, Adil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10654642/
https://www.ncbi.nlm.nih.gov/pubmed/37973926
http://dx.doi.org/10.1038/s41598-023-47078-9