Modeling Mechanical Properties of Industrial C-Mn Cast Steels Using Artificial Neural Networks

This study develops a comprehensive artificial neural network (ANN) model for predicting the mechanical properties of carbon–manganese cast steel, specifically, the yield strength (YS), tensile strength (TS), elongation (El), and reduction of area (RA), based on the chemical composition (16 alloying...

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Bibliographic Details
Main Authors: Saurabh Tiwari, Seongjun Heo, Nokeun Park, Nagireddy Gari S. Reddy
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Metals
Subjects:
Online Access:https://www.mdpi.com/2075-4701/15/7/790
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