Learning the Macroscopic Flow Model of Short Fiber Suspensions from Fine-Scale Simulated Data

Learning the Macroscopic Flow Model of Short Fiber Suspensions from Fine-Scale Simulated Data

Fiber−fiber interaction plays an important role in the evolution of fiber orientation in semi-concentrated suspensions. Flow induced orientation in short-fiber reinforced composites determines the anisotropic properties of manufactured parts and consequently their performances. In the case...

Full description

Bibliographic Details
Main Authors: Minyoung Yun, Clara Argerich Martin, Pierre Giormini, Francisco Chinesta, Suresh Advani
Format: Article
Language:English
Published: MDPI AG 2019-12-01
Series:Entropy
Subjects:
fiber suspensions
data-driven modeling
machine learning
Online Access:https://www.mdpi.com/1099-4300/22/1/30

Internet

https://www.mdpi.com/1099-4300/22/1/30

Similar Items