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Neural Networks : the Official Journal of the International Neural Network Society
|
March 27, 2022
Efficient learning rate adaptation based on hierarchical optimization approach
Gyoung S Na
Analytical Chemistry
|
November 22, 2024
Deep Learning for Generating Phase-Conditioned Infrared Spectra
Gyoung S Na
Analytical Chemistry
|
September 17, 2025
Explainable Machine Learning for Characterizing Unknown Molecular Structures in Infrared Spectra
Gyoung S Na, Yecheol Rho
Journal of Cheminformatics
|
December 19, 2025
A quantum chemical dataset of interacting molecular pairs for chemical reaction studies
Seunghun Jang, Gyoung S Na
Chemical Communications (Cambridge, England)
|
May 23, 2022
Contrastive representation learning of inorganic materials to overcome lack of training datasets
Gyoung S Na, Hyun Woo Kim
Neural Networks : the Official Journal of the International Neural Network Society
|
October 20, 2020
Reverse graph self-attention for target-directed atomic importance estimation
Gyoung S Na, Hyun Woo Kim
Physical Chemistry Chemical Physics : PCCP
|
January 4, 2022
Nonlinearity encoding to improve extrapolation capabilities for unobserved physical states
Gyoung S Na, Seunghun Jang, Hyunju Chang
Journal of Chemical Information and Modeling
|
January 14, 2020
Costless Performance Improvement in Machine Learning for Graph-Based Molecular Analysis
Gyoung S Na, Hyun Woo Kim, Hyunju Chang
Physical Chemistry Chemical Physics : PCCP
|
August 12, 2020
Machine-guided representation for accurate graph-based molecular machine learning
Gyoung S Na, Hyunju Chang, Hyun Woo Kim
ACS Omega
|
October 27, 2025
Learning Multidimensional Electronegativity of Selected Atom Types in Organic Molecules Using Graph Neural Networks
Da Bean Han, Gyoung S Na, Hyun Woo Kim
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Search research articles
Search
Showing results (1-10 of 12) with videos related to
Sort By:
Page
of 2
Neural Networks : the Official Journal of the International Neural Network Society
|
March 27, 2022
Efficient learning rate adaptation based on hierarchical optimization approach
Gyoung S Na
Analytical Chemistry
|
November 22, 2024
Deep Learning for Generating Phase-Conditioned Infrared Spectra
Gyoung S Na
Analytical Chemistry
|
September 17, 2025
Explainable Machine Learning for Characterizing Unknown Molecular Structures in Infrared Spectra
Gyoung S Na, Yecheol Rho
Journal of Cheminformatics
|
December 19, 2025
A quantum chemical dataset of interacting molecular pairs for chemical reaction studies
Seunghun Jang, Gyoung S Na
Chemical Communications (Cambridge, England)
|
May 23, 2022
Contrastive representation learning of inorganic materials to overcome lack of training datasets
Gyoung S Na, Hyun Woo Kim
Neural Networks : the Official Journal of the International Neural Network Society
|
October 20, 2020
Reverse graph self-attention for target-directed atomic importance estimation
Gyoung S Na, Hyun Woo Kim
Physical Chemistry Chemical Physics : PCCP
|
January 4, 2022
Nonlinearity encoding to improve extrapolation capabilities for unobserved physical states
Gyoung S Na, Seunghun Jang, Hyunju Chang
Journal of Chemical Information and Modeling
|
January 14, 2020
Costless Performance Improvement in Machine Learning for Graph-Based Molecular Analysis
Gyoung S Na, Hyun Woo Kim, Hyunju Chang
Physical Chemistry Chemical Physics : PCCP
|
August 12, 2020
Machine-guided representation for accurate graph-based molecular machine learning
Gyoung S Na, Hyunju Chang, Hyun Woo Kim
ACS Omega
|
October 27, 2025
Learning Multidimensional Electronegativity of Selected Atom Types in Organic Molecules Using Graph Neural Networks
Da Bean Han, Gyoung S Na, Hyun Woo Kim
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of 2