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Titlebook: Machine Learning and Its Application to Reacting Flows; ML and Combustion Nedunchezhian Swaminathan,Alessandro Parente Book‘‘‘‘‘‘‘‘ 2023 Th

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M. Bodeology and adaptation of both extant and recently extinct lemurs. In addition, it addresses issues of primate behavioral ecology and how environment can play a major role in explaining species variation. Moreover, in a larger context, the information contained in this volume expands our knowledge of
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Matthew P. Juniperology and adaptation of both extant and recently extinct lemurs. In addition, it addresses issues of primate behavioral ecology and how environment can play a major role in explaining species variation. Moreover, in a larger context, the information contained in this volume expands our knowledge of
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Machine-Learning for Stress Tensor Modelling in Large Eddy Simulation,s the transfer of energy from the largest to the smallest scales and ., thus controlling the evolution of the flow field-in reacting flows, the flow field transports scalar fields such as mass fractions and temperature both of which control the species production and destruction rates. A large numbe
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Machine Learning Strategy for Subgrid Modeling of Turbulent Combustion Using Linear Eddy Mixing Basce-chemistry interaction. The focus will be on the use of artificial neural network (ANN), particularly, supervised deep learning (DL) techniques within the finite-rate kinetics framework. We discuss the accuracy and efficiency aspects of two different strategies, where LEM based tabulation is used
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