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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Active learning of neural network potentials for rare events
Jung, G. S., Choi, J. Y. & Lee, S. M., Feb 20 2024, In: Digital Discovery. 3, 3, p. 514-527 14 p.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
First-principles data for solid solution niobium-tantalum-vanadium alloys with body-centered-cubic structures
Lupo Pasini, M., Samolyuk, G., Eisenbach, M., Choi, J. Y., Yin, J. & Yang, Y., Dec 2024, In: Scientific Data. 11, 1, 907.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
MDLoader: A Hybrid Model-Driven Data Loader for Distributed Graph Neural Network Training
Bae, J., Choi, J. Y., Pasini, M. L., Mehta, K., Zhang, P. & Ibrahim, K. Z., 2024, Proceedings of SC 2024-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 1046-1057 12 p. (Proceedings of SC 2024-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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MDLoader: A Hybrid Model-driven Data Loader for Distributed Deep Neural Networks Training
Bae, J., Choi, J. Y., Pasini, M. L., Mehta, K. & Ibrahim, K. Z., 2024, 2024 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2024. Institute of Electrical and Electronics Engineers Inc., p. 1193-1195 3 p. (2024 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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ORBIT: Oak Ridge Base Foundation Model for Earth System Predictability
Wang, X., Liu, S., Tsaris, A., Choi, J. Y., Aji, A. M., Fan, M., Zhang, W., Yin, J., Ashfaq, M., Lu, D. & Balaprakash, P., 2024, Proceedings of SC 2024: International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society, (International Conference for High Performance Computing, Networking, Storage and Analysis, SC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Datasets
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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), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Nov 1 2024
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), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Oct 30 2024
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), Constellation by Oak Ridge Leadership Computing Facility (OLCF), 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), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Dec 5 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), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Dec 13 2023
Dataset