Gyoung S Na

5PUBLICATIONS
1CO-AUTHORS
Adversarial machine learningSemi- and unsupervised learningComputational chemistryContext learning
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Publications (5)

|Oct 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

|Sep 17, 2025
Explainable Machine Learning for Characterizing Unknown Molecular Structures in Infrared Spectra.

Gyoung S Na, Yecheol Rho

|Nov 22, 2024
Deep Learning for Generating Phase-Conditioned Infrared Spectra.

Gyoung S Na

|May 23, 2022
Contrastive representation learning of inorganic materials to overcome lack of training datasets.

Gyoung S Na, Hyun Woo Kim

|Jan 04, 2022
Nonlinearity encoding to improve extrapolation capabilities for unobserved physical states.

Gyoung S Na, Seunghun Jang, Hyunju Chang

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Frequent Collaborators

1 joint publications

Hyunju Chang