Mechanical response of additively manufactured foam: A machine learning approach

This paper uses ensemble and automated machine learning algorithms to predict the mechanical properties (tensile and flexural strength) of a three-dimensionally printed (3DP) foamed structure. The closed cell foams were made from the most commonly used thermoplastic, High-Density Polyethylene (HDPE)...

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Bibliographic Details
Main Authors: Rajat Neelam, Shrirang Ambaji Kulkarni, H.S. Bharath, Satvasheel Powar, Mrityunjay Doddamani
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Results in Engineering
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123022004716