Acceleration of Boltzmann Collision Integral Calculation Using Machine Learning

Acceleration of Boltzmann Collision Integral Calculation Using Machine Learning

The Boltzmann equation is essential to the accurate modeling of rarefied gases. Unfortunately, traditional numerical solvers for this equation are too computationally expensive for many practical applications. With modern interest in hypersonic flight and plasma flows, to which the Boltzmann equatio...

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Bibliographic Details
Main Authors: Ian Holloway, Aihua Wood, Alexander Alekseenko
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Mathematics
Subjects:
Boltzmann equation
machine learning
collision integral
convolutional neural network
Online Access:https://www.mdpi.com/2227-7390/9/12/1384

Internet

https://www.mdpi.com/2227-7390/9/12/1384

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