Concepedia

Gyoung S. Na

GS

11

Publications

398

Citations

11

H-Index

2018

Active since

Affiliations

Korea Research Institute of Chemical Technology(Current)

Gyoung S. Na is an author at Korea Research Institute of Chemical Technology specializing in engineering, machine learning, and data science.

Top concepts

EngineeringMachine LearningData ScienceDeep LearningMedicineChemistryBiophysicsGraph TheoryComputer ScienceGraph Processing

Publications per year

2018–2023

11

Publications

11

DILOF

Gyoung S. Na, Hwanjo Yu · 2018 · 78 citations

Anomaly Detection, Machine Learning, Data Science +14

Predicting thermoelectric properties from chemical formula with explicitly identifying dopant effects

Gyoung S. Na, Seunghun Jang, Hyunju Chang · npj Computational Materials · 2021 · 64 citations · Full text

Tuplewise Material Representation Based Machine Learning for Accurate Band Gap Prediction

Gyoung S. Na, Seunghun Jang, Yea‐Lee Lee et al. · The Journal of Physical Chemistry A · 2020 · 49 citations

Engineering, Machine Learning, Material Simulation +18

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

Gyoung S. Na, Hyunju Chang · npj Computational Materials · 2022 · 48 citations · Full text

Machine-guided representation for accurate graph-based molecular machine learning

Gyoung S. Na, Hyunju Chang, Hyun Woo Kim · Physical Chemistry Chemical Physics · 2020 · 35 citations

Geometric Learning, Deep Metric Learning, Graph Representation Learning +19

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