A note on the improvement of Artificial Neural Network models for detonation cell size and critical tube diameter prediction

In this note we present strategies to improve a deep Artificial Neural Network (ANN) to predict the dynamic parameters of gaseous detonations in hydrogen- and other hydrocarbon-based mixtures. These new strategies involve using only non-dimensional features for the model, which have been created usi...

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Bibliographic Details
Main Authors: Georgios Bakalis, Yifan Lyu, Hoi Dick Ng
Format: Article
Language:English
Published: Elsevier 2025-12-01
Series:Nuclear Engineering and Technology
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1738573325003924
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