Machine Learning Applications in Civil Engineering (e-bog) af Meshram, Kundan
Meshram, Kundan (forfatter)

Machine Learning Applications in Civil Engineering e-bog

1459,97 DKK (inkl. moms 1824,96 DKK)
Machine Learning Applications in Civil Engineering discusses machine learning and deep learning models for different civil engineering applications. These models work for stochastic methods wherein internal processing is done using randomized prototypes. The book explains various machine learning model designs that will assist researchers to design multi domain systems with maximum efficiency. ...
E-bog 1459,97 DKK
Forfattere Meshram, Kundan (forfatter)
Forlag Elsevier
Udgivet 29 september 2023
Længde 210 sider
Genrer Civil engineering, surveying and building
Sprog English
Format pdf
Beskyttelse LCP
ISBN 9780443153631
Machine Learning Applications in Civil Engineering discusses machine learning and deep learning models for different civil engineering applications. These models work for stochastic methods wherein internal processing is done using randomized prototypes. The book explains various machine learning model designs that will assist researchers to design multi domain systems with maximum efficiency. It introduces Machine Learning and its applications to different Civil Engineering tasks, including Basic Machine Learning Models for data pre-processing, models for data representation, classification models for Civil Engineering Applications, Bioinspired Computing models for Civil Engineering, and their case studies. Using this book, civil engineering students and researchers can deep dive into Machine Learning, and identify various solutions to practical Civil Engineering tasks. Introduces various ML models for Civil Engineering Applications that will assist readers in their analysis of design and development interfaces for building these applications Reviews different lacunas and challenges in current models used for Civil Engineering scenarios Explores designs for customized components for optimum system deployment Explains various machine learning model designs that will assist researchers to design multi domain systems with maximum efficiency