Publications per year
Publications per year
Overview
Education/Academic qualification
Comp-Comp Sci, Doctorate Degree
Fingerprint
Dive into the research topics where Jong Youl Choi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Researcher collaborations from the last five years
Based on publications and projects (not datasets). Dive into details by clicking on the dots or
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How does ion temperature gradient turbulence depend on magnetic geometry? Insights from data and machine learning
Landreman, M., Choi, J. Y., Alves, C., Balaprakash, P., Churchill, M., Conlin, R. & Roberg-Clark, G., Aug 7 2025, In: Journal of Plasma Physics. 91, 4, E120.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Lustre Unveiled: Evolution, Design, Advancements, and Current Trends
George, A., Dilger, A., Brim, M. J., Mohr, R., Shehata, A., Choi, J. Y., Karimi, A. M., Hanley, J., Simmons, J., Manno, D., Vergara, V. M., Oral, S. & Zimmer, C., Jun 18 2025, In: ACM Transactions on Storage. 21, 3, 21.Research output: Contribution to journal › Article › peer-review
Open Access -
Scalable training of trustworthy and energy-efficient predictive graph foundation models for atomistic materials modeling: a case study with HydraGNN
Lupo Pasini, M., Choi, J. Y., Mehta, K., Zhang, P., Rogers, D., Bae, J., Ibrahim, K. Z., Aji, A. M., Schulz, K. W., Polo, J. & Balaprakash, P., Mar 2025, In: Journal of Supercomputing. 81, 4, 618.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Scaling Laws of Graph Neural Networks for Atomistic Materials Modeling
Li, C., Ye, Z., Pasini, M. L., Choi, J. Y., Wan, C. & Balaprakash, P., 2025, 2025 62nd ACM/IEEE Design Automation Conference, DAC 2025. Institute of Electrical and Electronics Engineers Inc., (Proceedings - Design Automation Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Transferable predictions of energetic and structural properties for refractory solid solution alloys across chemical compositions
Lupo Pasini, M., Zhang, P., Choi, J. Y., Samolyuk, G., Eisenbach, M. & Yang, Y., Jul 2025, In: Computational Materials Science. 257, 113908.Research output: Contribution to journal › Article › peer-review
Open Access
Datasets
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TaV_BCC_SolidSolution_128atoms_VASP6
Lupo Pasini, M. (Creator), Samolyuk, G. (Creator), Eisenbach, M. (Creator), Choi, J. Y. (Creator), Yin, J. (Creator) & Yang, Y. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), Dec 29 2023
Dataset
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NbV_BCC_SolidSolution_128atoms_VASP6
Lupo Pasini, M. (Creator), Samolyuk, G. (Creator), Eisenbach, M. (Creator), Choi, J. Y. (Creator), Yin, J. (Creator) & Yang, Y. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), Dec 13 2023
Dataset
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NbTaV_BCC_SolidSolution_128atoms_VASP6
Lupo Pasini, M. (Creator), Samolyuk, G. (Creator), Eisenbach, M. (Creator), Choi, J. Y. (Creator) & Yang, Y. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), Nov 30 2023
Dataset
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NbTa_BCC_SolidSolution_128atoms_VASP6
Lupo Pasini, M. (Creator), Samolyuk, G. (Creator), Eisenbach, M. (Creator), Choi, J. Y. (Creator), Yin, J. (Creator) & Yang, Y. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), Dec 5 2023
Dataset
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HydraGNN_Predictive_GFM_2024 - Ensemble of predictive graph foundation models for ground state atomistic materials modeling
Lupo Pasini, M. (Creator), Choi, J. Y. (Creator), Mehta, K. (Creator), Zhang, P. (Creator), Rogers, D. (Creator), Bae, J. (Creator), Ibrahim, K. (Creator), Aji, A. (Creator), Schulz, K. W. (Creator), Polo, J. (Creator) & Balaprakash, P. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), Nov 1 2024
Dataset