Gyoung S. Na - Publications, H-index & Citations

Gyoung S. Na

Korea Research Institute of Chemical Technology

11H指数

63论文数

481被引数

收录论文 11

发表时间

Exploring Nontoxic Green Refrigerants Using Positive-Unlabeled Learning and High-Fidelity Search 探索使用正向-无标签学习和高保真搜索的无毒绿色制冷剂

ACS Sustainable Chemistry and Engineering

IF7.3

2026-01-08

PREAI

Sanghoon Lee; Hyeok Jae Lee; Gyoung S. Na; Hyun Woo Kim

Data-Driven Development of Heterogeneous Catalysts for Propane Dehydrogenation with Machine Learning and Metaheuristic Optimization

ACS MATERIALS LETTERS

IF8.7

2024-10-16

PREAI

Oh, Jungmok; Lee, Junho; Park, Jisu; Jeon, Namgi; Na, Gyoung S.; Chang, Hyunju; Huh, Joonsuk; Kim, Hyun Woo; Yun, Yongju

Metaheuristics-guided active learning for optimizing reaction conditions of high-performance methane conversion

APPLIED SOFT COMPUTING

IF6.6

2024-10-01

OAAI

Na, Gyoung S.; Kim, Hyun Woo

Optical property dataset of inorganic phosphor

SCIENTIFIC REPORTS

IF3.9

2024-04-01

OAAI

Jang, Seunghun; Na, Gyoung S.; Choi, Yunhee; Chang, Hyunju

A public database of thermoelectric materials and system-identified material representation for data-driven discovery

NPJ COMPUTATIONAL MATERIALS

IF11.9

2022-10-08

OAAI

Na, Gyoung S.; Chang, Hyunju

Contrastive representation learning of inorganic materials to overcome lack of training datasets

CHEMICAL COMMUNICATIONS

IF4.2

2022-01-01

PREAI

Na, Gyoung S.; Kim, Hyun Woo

Unsupervised Subspace Extraction via Deep Kernelized Clustering

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2021-07-20

PREAI

Na, Gyoung S.; Chang, Hyunju

Predicting thermoelectric properties from chemical formula with explicitly identifying dopant effects

NPJ COMPUTATIONAL MATERIALS

IF11.9

2021-07-14

OAAI

Na, Gyoung S.; Jang, Seunghun; Chang, Hyunju

Reaction condition optimization for non-oxidative conversion of methane using artificial intelligence

REACTION CHEMISTRY & ENGINEERING

IF3.1

2021-01-01

OAAI

Kim, Hyun Woo; Lee, Sung Woo; Na, Gyoung S.; Han, Seung Ju; Kim, Seok Ki; Shin, Jung Ho; Chang, Hyunju; Kim, Yong Tae

Costless Performance Improvement in Machine Learning for Graph-Based Molecular Analysis

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2020-01-13

PREAI

Na, Gyoung S.; Kim, Hyun Woo; Chang, Hyunju

Learning Multidimensional Electronegativity of Selected Atom Types in Organic Molecules Using Graph Neural Networks 使用图神经网络学习有机分子中选定原子类型的多元电负性

ACS Omega

IF4.3

OAAI

Da Bean Han; Gyoung S. Na; Hyun Woo Kim

研究方向