Mechanistic Data Science for STEM Education and Applications /

This book introduces Mechanistic Data Science (MDS) as a structured methodology for combining data science tools with mathematical scientific principles (id est, "mechanistic" principles) to solve intractable problems. Traditional data science methodologies require copious quantities of da...

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Bibliographic Details

Main Authors:	Liu, Wing Kam (Author), Gan, Zhengtao (Author), Fleming, Mark (Author)
Corporate Author:	SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2021.
Edition:	1st ed. 2021.
Subjects:	Engineering mathematics. Quantitative research. Computational intelligence. Sampling (Statistics). Engineering design. Engineering Mathematics. Data Analysis and Big Data. Computational Intelligence. Methodology of Data Collection and Processing. Engineering Design. Electronic books.
Online Access:	Connect to the full text of this electronic book