Search Results - "In Flames"

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    Machine Learning and Its Application to Reacting Flows ML and Combustion /

    Published 2023
    Table of Contents: “…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.…”
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    Electronic eBook
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    The Rise of China's Innovation Economy

    Published 2024
    Table of Contents: “…Technological innovations in China: Current state and challenges -- Size matters: Economy-wide scale effects -- Digital innovations -- Engineering green transformations -- Biological innovations -- Smart manufacturing -- Supporting innovations: Unquenchable flames.…”
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    Electronic eBook
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