Author

Jaekyun Hwang

Observed names: HWANG, JAEKYUN, Hwang Jaekyun, Hwang, Jaekyun

Institution: Korea Research Institute of Chemical Technology

Observed institutions: National Institute for Materials Science, Korea Research Institute of Chemical Technology, The University of Tokyo

ORCID: 0000-0002-1792-0044

Observed ORCID: 0000-0002-1792-0044

OpenAlex ID: A5032194252

Efficient autonomous material search method combining ab initio calculations, autoencoder, and multi-objective Bayesian optimization

2022 · Yuma Iwasaki, Hwang Jaekyun, et al. · Science and Technology of Advanced Materials Methods · 16

Prediction of viscosity behavior in oxide glass materials using cation fingerprints with artificial neural networks

2020 · Jaekyun Hwang, Yuta Tanaka, et al. · Science and Technology of Advanced Materials · 16

Improving efficiency of autonomous material search via transfer learning from nontarget properties

2023 · Jaekyun Hwang, Yuma Iwasaki · Science and Technology of Advanced Materials Methods · 4

Materials Search of Perovskite Cathode in SOFC by Statistical Analysis

2015 · Jaekyun Hwang, Yasunobu Ando, et al. · ECS Transactions · 2

Fine-tuning bulk-oriented universal interatomic potentials for surfaces: accuracy, efficiency, and forgetting control

2026 · Jaekyun Hwang, Taehun Lee, et al. · Computational Materials Science · 1

新規記述子「元素フィンガープリント」を用いたニューラルネットワークによる材料物性の予測及び材料探索

2021 · HWANG, JAEKYUN · Institutional Repositories DataBase (IRDB)

Materials Search of Perovskite Cathode in SOFC by Statistical Analysis

2015 · Jaekyun Hwang, Yasunobu Ando, et al. · ECS Meeting Abstracts

Works count: 9

Citation count: 39

H-index: 3

I10-index: 2