Performance Comparison of Parametric and Non-Parametric Regression Models for Uncertainty Analysis of Sheet Metal Forming Processes

This work aims to compare the performance of various parametric and non-parametric metamodeling techniques when applied to sheet metal forming processes. For this, the U-Channel and the Square Cup forming processes were studied. In both cases, three steel grades were considered, and numerical simula...

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Bibliographic Details

Published in:	Metals
Main Authors:	Armando E. Marques, Pedro A. Prates, André F. G. Pereira, Marta C. Oliveira, José V. Fernandes, Bernardete M. Ribeiro
Format:	Article
Language:	English
Published:	MDPI AG 2020-04-01
Subjects:	sheet metal forming uncertainty analysis metamodeling machine learning
Online Access:	https://www.mdpi.com/2075-4701/10/4/457