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Machine Learning Applied to Composite Materials

Name: Machine Learning Applied to Composite Materials
Brand: Springer, Berlin
SKU: 39512708
Price: 215.79 EUR
Availability: InStock
Author: Vinod Kushvaha
ISBN: 9789811962776

Vinod Kushvaha

Sanjay M.R

Priyanka Madhushri

Ing. habil. Suchart Siengchin

Lingua

Inglese

Libro Rigido

Codice Libristo: 39512708

Casa editrice Springer, Berlin, novembre 2021

This book introduces the approach of Machine Learning (ML) based predictive models in the design of... Descrizione completa

Codice Libristo: 39512708

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This book introduces the approach of Machine Learning (ML) based predictive models in the design of composite materials to achieve the required properties for certain applications. ML can learn from existing experimental data obtained from very limited number of experiments and subsequently can be trained to find solutions of the complex non-linear, multi-dimensional functional relationships without any prior assumptions about their nature. In this case the ML models can learn from existing experimental data obtained from (1) composite design based on various properties of the matrix material and fillers/reinforcements (2) material processing during fabrication (3) property relationships. Modelling of these relationships using ML methods significantly reduce the experimental work involved in designing new composites, and therefore offer a new avenue for material design and properties. The book caters to students, academics and researchers who are interested in the field of material composite modelling and design.

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Informazioni sul libro

Titolo completo Machine Learning Applied to Composite Materials

Autore Vinod Kushvaha, Sanjay M.R, Priyanka Madhushri, Ing. habil. Suchart Siengchin

Lingua

Inglese

Rilegatura Libro - Rigido

Data di pubblicazione 2022

Numero di pagine 204

EAN 9789811962776

Codice Libristo 39512708

Casa editrice Springer, Berlin

Peso 467

Dimensioni 155 x 235 x 17

Categorie

Tecnologia, Ingegneria, Agricoltura, processi industriali > Ingegneria meccanica e dei materiali > Scienza dei materiali > Applicazioni dei polimeri e dei compositi in ingegneria

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