A review on the enhancement of failure mechanisms modeling in additively manufactured structures by machine learning-Reference-Cited by-同舟云学术

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A review on the enhancement of failure mechanisms modeling in additively manufactured structures by machine learning

Published:2023-09 Issue: Volume:151 Page:107403
ISSN:1350-6307
Container-title:Engineering Failure Analysis
language:en
Short-container-title:Engineering Failure Analysis

Author:

Awd Mustafa,Saeed Lobna,Walther Frank

Funder

Ministerium für Kultur und Wissenschaft des Landes Nordrhein-Westfalen

Deutsche Forschungsgemeinschaft

Publisher

Elsevier BV

Subject

General Engineering,General Materials Science

Reference135 articles.

1. Overview on microstructure- and defect-sensitive fatigue modeling of additively manufactured materials;Torries;JOM,2018

2. Microscale residual stresses in additively manufactured stainless steel;Chen;Nat Commun.,2019

3. Review on residual stress in selective laser melting additive manufacturing of alloy parts;Fang;Opt. Laser Technol.,2020

4. Numerical modelling of surface roughness effect on the fatigue behavior of Ti-6Al-4V obtained by additive manufacturing;Vayssette;Int. J. Fatigue,2019

5. Micromechanical Modeling of AlSi10Mg Processed by Laser-Based Additive Manufacturing: From as-Built to Heat-Treated Microstructures;Rajan;Materials.,2022

Cited by 7 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Optimizing Additive Manufacturing Parameters for Martensitic Stainless Steel via Machine Learning;Materials Today Communications;2024-09

2. Researching on the Effect of Input Parameters on the Quality and Manufacturability of 3D-Printed Cellular Samples from Nylon 12 CF in Synergy with Testing Their Behavior in Bending;Polymers;2024-05-17

3. Mechanistic machine learning for metamaterial fatigue strength design from first principles in additive manufacturing;Materials & Design;2024-05

4. Fatigue performance of metal additive manufacturing: a comprehensive overview;Virtual and Physical Prototyping;2024-03-21

5. Defect induced fatigue failure behavior and life assessment of laser powder bed fused Al-Si alloy under different building directions;Engineering Failure Analysis;2024-02

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