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Education/Academic qualification
Comp-Comp Sci, Doctorate Degree
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Sequence length scaling in vision transformers for scientific images on frontier
Tsaris, A., Zhang, C., Wang, X., Yin, J., Liu, S., Ashfaq, M., Fan, M., Choi, J. Y., Wahib, M., Lu, D., Balaprakash, P. & Wang, F., May 1 2026, In: International Journal of High Performance Computing Applications. 40, 3, p. 273-290 18 p.Research output: Contribution to journal › Article › peer-review
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User Manual - HydraGNN v5.0: Distributed Implementation of Multi-Tasking Graph Neural Networks
Lupo Pasini, M., Choi, J. Y., Mehta, K., Zhang, P., Weaver, R., Messerly, R., Chowdhury, A., Raman, A. & Aji, A. M., 2026, United StatesResearch output: Other contribution › Technical Report
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CODARcode/MGARD
Chen, J., whitney, B., Liu, Q., Moreland, K., Tugluk, O., Gong, Q., Godoy, W. F., Choi, J., Klasky, S. & Ainsworth, M., 2025Research output: Non-textual form › Software
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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 Access3 Scopus citations -
HydraGNN v4.0
Lupo Pasini, M., Choi, J. Y., Mehta, K., Zhang, P., Weaver, R., Chowdhury, A., Li, C., Ye, Z. & Baker, J., 2025Research output: Non-textual form › Software
Datasets
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HfTa_BCC_SolidSolution_128atoms_VASP6
Lupo Pasini, M. (Creator), Choi, J. Y. (Creator) & Rogers, D. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), 2025
DOI: 10.13139/ornlnccs/2583868
Dataset
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NbZr_BCC_SolidSolution_128atoms_VASP6
Samolyuk, G. (Creator), Eisenbach, M. (Creator), Lupo Pasini, M. (Creator), Choi, J. Y. (Creator), Rogers, D. (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), 2024
Dataset
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NbTi_BCC_SolidSolution_128atoms_VASP6
Lupo Pasini, M. (Creator) & Choi, J. Y. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), 2026
Dataset
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TaZr_BCC_SolidSolution_128atoms_VASP6
Samolyuk, G. (Creator), Eisenbach, M. (Creator), Lupo Pasini, M. (Creator), Choi, J. Y. (Creator), Rogers, D. (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), Oct 30 2024
Dataset
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TaTi_BCC_SolidSolution_128atoms_VASP6
Lupo Pasini, M. (Creator) & Choi, J. Y. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), 2025
Dataset