Investigation of suddenly expanded flows at subsonic Mach numbers using an artificial neural networks approach

• Main Authors: Quadros, Jaimon Dennis, Nagpal, Chetna, Khan, Sher Afghan, Aabid, Abdul, Baig, Muneer
• Format: Article
• Language: English
• Published: PLOS 2022
• Subjects: TL780 Rockets
• Online Access: http://irep.iium.edu.my/100844/1/100844_Investigation%20of%20suddenly%20expanded%20flows.pdf; http://irep.iium.edu.my/100844/; https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0276074

The purpose of this study is to explore two concepts: first, the use of artificial neural networks (ANN) to forecast the base pressure (β) and wall pressure (ω) originating from a suddenly expanded flow field at subsonic Mach numbers. Second, the implementation of the Garson approach to determine th...