Machine Learning and Its Application to Reacting Flows: Ml & Combustion free ebook download.

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Machine Learning and Its Application to Reacting Flows: Ml & Combustion free ebook download

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Date:	2023	Format:	PDF	Language:	English	ISBN/ASIN:	3031162471
Pages:	1	OCR:		Quality:		ISBN13:
Uploader:	alex21s	Upload Date:	9/14/2023 2:13:09 AM

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These two fields, ML and turbulent combustion, have large body of work and knowledge on their own, and this book brings them together and explain the complexities and challenges involved in applying ML techniques to simulate and study reacting flows. This is important as to the world's total primary energy supply (TPES), since more than 90% of this supply is through combustion technologies and the non-negligible effects of combustion on environment. Although alternative technologies based on renewable energies are coming up, their shares for the TPES is are less than 5% currently and one needs a complete paradigm shift to replace combustion sources. Whether this is practical or not is entirely a different question, and an answer to this question depends on the respondent. However, a pragmatic analysis suggests that the combustion share to TPES is likely to be more than 70% even by 2070. Hence, it will be prudent to take advantage of ML techniques to improve combustion sciences and technologies so that efficient and "greener" combustion systems that are friendlier to the environment can be designed.

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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3201157	Book	https://nitroflare.com/view/3F83291B2A20...		0.00	alex21s

Tags: Application Combustion Flows Learning Machine Reacting

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