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Jaimyun Jung

Korea Institute of Materials Science

Korea, Republic of (South Korea)

SCHOLARLY PAPERS

4

DOWNLOADS

238

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Predicting Microstructural Evolution Based on Deformation History of A230 Alloy Using a Finite Element Method-Assisted Generative Model

Number of pages: 29 Posted: 10 May 2022
Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science and Korea Institute of Materials Science
Downloads 78 (816,709)

Abstract:

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Generative adversarial network, deep learning, Dynamic recrystallization, microstructure-based modeling, deformation history

2.

Prediction of elastic modulus, Poisson’s ratio, and phase volume fraction from XRD pattern in high-elasticity aluminum alloys for casting using deep learning

Number of pages: 24 Posted: 30 Dec 2025
Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science and Korea Institute of Materials Science
Downloads 73 (852,604)

Abstract:

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Deep learning, Aluminum alloys, Elastic modulus, Poisson's ratio, Phase volume fraction, X-ray diffraction (XRD)

3.

Prediction of Crater Formation in a Large Pulsed Electron Beam (Lpeb) Irradiation Process Using Deep Learning

Number of pages: 35 Posted: 20 Jun 2024
Korea Institute of Materials Science, affiliation not provided to SSRN, Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science, affiliation not provided to SSRN and Korea Institute of Materials Science
Downloads 64 (933,592)

Abstract:

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Metals and alloys, mechanical properties, Computer simulations, Large pulsed electron beam (LPEB), Craters, Deep learning

4.

Unsupervised Learning-Based Segmentation of Microstructures in Hot Forged and Heat-treated TiAl Alloys

Number of pages: 40 Posted: 28 Apr 2026
Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science, Korea Institute of Materials Science, Pusan National University and Korea Institute of Materials Science
Downloads 23 (1,470,786)

Abstract:

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TiAl, microstructure, Machine learning, Clustering, Segmentation, Gaussian mixture model