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Junhyub Jeon
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Application of machine learning algorithms and shap for prediction and feature analysis of tempered martensite hardness in low-alloy steels
J Jeon, N Seo, SB Son, SJ Lee, M Jung
Metals 11 (8), 1159, 2021
482021
Inverse design of Fe-based bulk metallic glasses using machine learning
J Jeon, N Seo, HJ Kim, MH Lee, HK Lim, SB Son, SJ Lee
Metals 11 (5), 729, 2021
302021
Prediction and mechanism explain of austenite-grain growth during reheating of alloy steel using XAI
J Jeon, N Seo, JG Jung, HS Kim, SB Son, SJ Lee
Journal of Materials Research and Technology 21, 1408-1418, 2022
222022
Combined data-driven model for the prediction of thermal properties of Ni-based amorphous alloys
J Jeon, G Kim, N Seo, H Choi, HJ Kim, MH Lee, HK Lim, SB Son, SJ Lee
Journal of Materials Research and Technology 16, 129-138, 2022
212022
Effects of TiC addition on strain-induced martensite transformation and mechanical properties of nanocrystalline Fe-Mn alloy fabricated by spark plasma sintering
J Jeon, S Choi, N Seo, YH Moon, IJ Shon, SJ Lee
Archives of Metallurgy and Materials 65 (4), 1249-1254, 2020
172020
Microstructure and mechanical behavior of AISI 4340 steel fabricated via spark plasma sintering and post-heat treatment
J Park, J Jeon, N Seo, S Kang, SB Son, SJ Lee, JG Jung
Materials Science and Engineering: A 862, 144433, 2023
162023
Effect of heating rate on microstructure and mechanical properties in Al 7055
S Choi, J Jeon, N Seo, SB Son, SJ Lee
Metals and Materials International 27 (3), 449-455, 2021
162021
EffEct of SintEring Holding timE and cooling ratE on tHE auStEnitE Stability and mEcHanical ProPErtiES of nanocryStallinE fecrc alloy
G Kim, J JeoN, N Seo, S Choi, MS Oh, SB Son, SJ Lee
Archives of Metallurgy and Materials 66, 2021
162021
Effect of composition on strain-induced martensite transformation of FeMnNiC alloys fabricated by powder metallurgy
S Choi, J Jeon, N Seo, YH Moon, IJ Shon, SJ Lee
Archives of Metallurgy and Materials 65, 2020
122020
Application of explainable artificial intelligence for prediction and feature analysis of carbon diffusivity in austenite
J Jeon, N Seo, SB Son, JG Jung, SJ Lee
Journal of Materials Science 57 (38), 18142-18153, 2022
112022
Microstructural and mechanical characteristics of non-equiatomic high entropy alloy FeMnCoCr prepared by spark plasma sintering
N Seo, J Jeon, S Choi, YH Moon, IJ Shon, SJ Lee
Archives of Metallurgy and Materials 65, 2020
102020
Revealing complex precipitation behavior of multicomponent Al83Zn5Cu5Mg5Li2 alloy
N Seo, J Jeon, SH Lee, K Euh, SH Kim, TY Ahn, SB Son, SJ Lee, JG Jung
Journal of Alloys and Compounds 944, 169192, 2023
82023
Machine Learning Prediction for Cementite Precipitation in Austenite of Low-Alloy Steels
J Jeon, N Seo, JG Jung, SB Son, SJ Lee
Materials Transactions 63 (10), 1369-1374, 2022
72022
Mechanical properties and microstructural characteristics of non-equiatomic high entropy alloy FeMnCoCrC prepared by powder metallurgy
N Seo, G Kim, S Choi, J Jeon, MS Oh, SB Son, SJ Lee
Powder Metallurgy 64 (3), 180-184, 2021
72021
A Comparative Study of the Accuracy of Machine Learning Models for Predicting Tempered Martensite Hardness According to Model Complexity
J Jeon, DE Kim, JH Hong, HJ Kim, SJ Lee
Korean Journal of Metals and Materials 60 (9), 713-721, 2022
62022
Effect of mechanical milling on microstructure evolution and mechanical properties of Al–Zn–Mg–Cu–Si alloy fabricated via spark plasma sintering
J Lee, W Shin, J Jeon, SB Son, SJ Lee, JG Jung
Powder Metallurgy 67 (1), 60-69, 2024
52024
Analysis of Prediction Mechanisms and Feature Importance of Martensite Start Temperature of Alloy Steel via Explainable Artificial Intelligence
J Jeon, N Seo, JG Jung, SB Son, SJ Lee
Materials Transactions 64 (9), 2196-2201, 2023
52023
Ultrasound alters the nucleation pathway of primary Mg2Si in a chemically modified multicomponent Al–Mg2Si alloy
J Jeon, SH Lee, SD Kim, Z Mao, DN Seidman, K Kim, YH Cho, SH Kim, ...
Journal of Alloys and Compounds 1009, 177001, 2024
42024
Microstructural evolution during homogenization of direct-chill-cast Al–Zn–Mg–Cu alloy
S Park, J Lee, J Jeon, SH Lee, JH Shin, S Choi, SJ Lee, JG Jung
Metals and Materials International 31 (5), 1323-1333, 2025
32025
Machine learning model and prediction mechanisms of bainite start temperature of low alloy steels
J Jeon, Y Sung, N Seo, JG Jung, SB Son, SJ Lee
Materials Transactions 64 (9), 2214-2218, 2023
32023
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Articles 1–20