Temporally resolving premixed turbulent flame structures using self-supervised adversarial reconstruction of CH-PLIF

Temporally resolving premixed turbulent flame structures using self-supervised adversarial reconstruction of CH-PLIF

Understanding the turbulence-flame interaction is crucial to model the low-emission combustors developed for energy and propulsion applications. To this end, a novel frame interpolation (FI) method is proposed to better resolve the spatiotemporal evolution of premixed turbulent flame structures. The...

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Bibliographic Details
Main Authors: Ji-Hun Oh, Aaron W. Skiba, Stephen D. Hammack, Constandinos M. Mitsingas, Campbell D. Carter, Tonghun Lee
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Energy and AI
Subjects:
Self-supervised frame interpolation
Premixed turbulent flames
Planar laser-induced fluorescence
Generative adversarial networks
Pocket behavior
Online Access:http://www.sciencedirect.com/science/article/pii/S2666546822000532

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http://www.sciencedirect.com/science/article/pii/S2666546822000532

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