Mathematical Research Data Initiative
Main page
Recent changes
Random page
Help about MediaWiki
Create a new Item
Create a new Property
Create a new EntitySchema
Merge two items
In other projects
Discussion
View source
View history
Purge
English
Log in

Embedding data analytics and CFD into the digital twin concept

From MaRDI portal
Publication:2028120
Jump to:navigation, search

DOI10.1016/j.compfluid.2020.104759OpenAlexW3091958606MaRDI QIDQ2028120

Chidambaram Narayanan, Roberto Molinaro, Sotiris Catsoulis, Djamel Lakehal, Joel-Steven Singh

Publication date: 31 May 2021

Published in: Computers and Fluids (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.compfluid.2020.104759


zbMATH Keywords

machine learningdata analyticsdata-driven modelsfluid flow simulations


Mathematics Subject Classification ID

Fluid mechanics (76-XX)




Cites Work

  • Unnamed Item
  • Machine learning control -- taming nonlinear dynamics and turbulence
  • Deep learning observables in computational fluid dynamics
  • Multivariate adaptive regression splines
  • Hidden physics models: machine learning of nonlinear partial differential equations
  • Physics-informed neural networks: a deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
  • Model Reduction for Flow Analysis and Control
  • Machine Learning for Fluid Mechanics
  • A Herschel–Bulkley model for mud flow down a slope
  • An Introduction to Statistical Learning
  • On the modelling of multiphase turbulent flows for environmental and hydrodynamic applications
  • The elements of statistical learning. Data mining, inference, and prediction
Retrieved from "https://portal.mardi4nfdi.de/w/index.php?title=Publication:2028120&oldid=14498009"
Tools
What links here
Related changes
Special pages
Printable version
Permanent link
Page information
MaRDI portal item
This page was last edited on 1 February 2024, at 19:51.
Privacy policy
About MaRDI portal
Disclaimers
Imprint
Powered by MediaWiki