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Machine Learning and Its Application to Reacting Flows ML and Combustion

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This open access book introduces and explains machine learning (ML) algorithms and techniques developed for statistical inferences on a complex process or system and their applications to simulations of chemically reacting turbulent flows. These two fields, ML and turbulent combustion, have large bo...

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Sonraí bibleagrafaíochta
Rannpháirtithe: Swaminathan, Nedunchezhian (Eagarthóir), Parente, Alessandro (Eagarthóir)
Formáid: Leictreonach Caibidil leabhair
Teanga:Béarla
Foilsithe / Cruthaithe: Cham Springer Nature 2023
Sraith:Lecture Notes in Energy 44
Ábhair:
Fossil fuel technologies
Engineering thermodynamics
Machine learning
Thermodynamics & heat
Machine Learning
Combustion Simulations
Combustion Modelling
Big Data Analysis
Dimensionality reduction
Reduced-order modelling
Neural Networks
Turbulent Combustion
Physics-based modelling
Data-driven modelling
Deep learning
Thermoacoustics and its modelling
Reactive molecular dynamics
Simulations of reacting flows
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OAPEN Library: download the publication
OAPEN Library: description of the publication

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