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Namhyuk Seo
Namhyuk Seo
Jeonbuk National University
Verified email at jbnu.ac.kr
Title
Cited by
Cited by
Year
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
Effect of welding speed on microstructural evolution and strengthening mechanism of friction-stir welded 7075 aluminum
JH Kim, HN Choi, KJ Lee, J Shin, N Seo, JG Jung, SJ Lee, SJ Lee
Materials Science and Engineering: A 908, 146695, 2024
312024
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
Natural aging-induced nanoprecipitation and its impact on tensile properties of Al–Si–Cu–Mg cast alloy
SH Lee, N Seo, M Kang, SB Son, SJ Lee, JG Jung
Materials Characterization 215, 114204, 2024
172024
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
Design of low-Ni martensitic steels with novel cryogenic impact toughness exceeding 190 J
HW Lee, TM Park, N Seo, SJ Lee, C Lee, J Han
Materials Science and Engineering: A 840, 142959, 2022
122022
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
Microstructural evolution and aging behavior of multicomponent Al–Sn–Zn–Mg–Li alloy
N Seo, SH Lee, J Lee, S Park, MS Kim, SJ Lee, JG Jung
Journal of Alloys and Compounds 1011, 178381, 2025
52025
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
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