Comparative Review on Machine Learning-Based Predictive Modeling for Mechanical Characterization

Comparative Review on Machine Learning-Based Predictive Modeling for Mechanical Characterization

The development of machine learning (ML) methods in the field of material science has provided new possibilities for predictive modeling, especially in the field of mechanical material evaluation. The study provides an in-depth investigation of the utilization of various machine learning methods in...

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Bibliographic Details
Main Authors: Himabindu Modi, Raj Vijilius Helena, Dutt Amit, Chandra Pradeep Kumar, Sethi Vandana Arora, Mohammad Q.
Format: Article
Language:English
Published: EDP Sciences 2024-01-01
Series:E3S Web of Conferences
Subjects:
machine learning
mechanical characterization
predictive modeling
material science
supervised learning
mechanical properties
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2024/35/e3sconf_icarae2023_01037.pdf

Internet

https://www.e3s-conferences.org/articles/e3sconf/pdf/2024/35/e3sconf_icarae2023_01037.pdf

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