Machine learning and its application...
Swaminathan, Nedunchezhian.

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  • Machine learning and its application to reacting flows = ml and combustion /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Machine learning and its application to reacting flows/ edited by Nedunchezhian Swaminathan, Alessandro Parente.
    其他題名: ml and combustion /
    其他作者: Swaminathan, Nedunchezhian.
    出版者: Cham :Springer International Publishing : : 2023.,
    面頁冊數: xi, 346 p. :ill. (some col.), digital ;24 cm.
    內容註: Introduction -- ML Algorithms, Techniques and their Application to Reactive Molecular Dynamics Simulations -- Big Data Analysis, Analytics & ML role -- ML for SGS Turbulence (including scalar flux) Closures -- ML for Combustion Chemistry -- Applying CNNs to model SGS flame wrinkling in thickened flame LES (TFLES) -- Machine Learning Strategy for Subgrid Modelling of Turbulent Combustion using Linear Eddy Mixing based Tabulation -- MILD Combustion-Joint SGS FDF -- Machine Learning for Principal Component Analysis & Transport -- Super Resolution Neural Network for Turbulent non-premixed Combustion -- ML in Thermoacoustics -- Concluding Remarks & Outlook.
    Contained By: Springer Nature eBook
    標題: Combustion - Data processing. -
    電子資源: https://doi.org/10.1007/978-3-031-16248-0
    ISBN: 9783031162480
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W9450586 電子資源 11.線上閱覽_V 電子書 EB TJ254.5 .M33 2023 一般使用(Normal) 在架 0
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