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Proceedings Papers

Real-Time Prediction of Pores and Their Lifespan in Laser Melting Using Transfer Learning

Mahsa Valizadeh, Samuel Clark, Kamel Fezzaa, Sarah Wolff
Proc. ASME. MSEC2023, Volume 1: Additive Manufacturing; Advanced Materials Manufacturing; Biomanufacturing; Life Cycle Engineering, V001T01A023, June 12–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2023-105098
https://doi.org/10.1115/MSEC2023-105098
... detection while having a limited dataset. The results demonstrated that pre-trained EfficientNetB7 and InceptionV3 algorithms showed promising results, successfully classifying the test data with an accuracy of more than 94%. laser melting laser additive manufacturing in situ monitoring porosity...
View Paper titled, Real-Time Prediction of Pores and Their Lifespan in Laser Melting Using Transfer Learning
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Topics: Additive manufacturing, Lasers, Melting