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Education/Academic qualification
Eng-Electrical & Computer Engineering, Doctorate Degree
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- 1 Similar Profiles
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ORBIT-2: Scaling Exascale Vision Foundation Models for Weather and Climate Downscaling
Wang, X., Choi, J. Y., Kurihaya, T., Lyngaas, I., Yoon, H. J., Xiao, X., Pugmire, D., Fan, M., Nafi, N. M., Tsaris, A., Aji, A. M., Hossain, M., Wahib, M., Wang, D., Thornton, P., Balaprakash, P., Ashfaq, M. & Lu, D., Nov 15 2025, Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2025. Association for Computing Machinery, Inc, p. 86-98 13 p. (Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
ORBIT-2 Weather and Climate Downscaling Software Repository
Wang, X., Aji, A., Choi, J., Lyngaas, I., Yoon, H.-J., Kurihaya, T., Fan, M., Balaprakash, P. & Lu, D., 2025Research output: Non-textual form › Software
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A Decision Support System to Compile Environmental Mitigations from Hydropower Licensing Documents
Yoon, H. J., Ruggles, T., Zhao, H. & Singh, D., 2024, Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024. Ding, W., Lu, C.-T., Wang, F., Di, L., Wu, K., Huan, J., Nambiar, R., Li, J., Ilievski, F., Baeza-Yates, R. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4265-4268 4 p. (Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Deep learning uncertainty quantification for clinical text classification
Peluso, A., Danciu, I., Yoon, H. J., Yusof, J. M., Bhattacharya, T., Spannaus, A., Schaefferkoetter, N., Durbin, E. B., Wu, X. C., Stroup, A., Doherty, J., Schwartz, S., Wiggins, C., Coyle, L., Penberthy, L., Tourassi, G. D. & Gao, S., Jan 2024, In: Journal of Biomedical Informatics. 149, 104576.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Development of message passing-based graph convolutional networks for classifying cancer pathology reports
Yoon, H. J., Klasky, H. B., Blanchard, A., Christian, J. B., Durbin, E., Wu, X. C., Stroup, A., Doherty, J., Coyle, L., Penberthy, L. & Tourassi, G., Dec 2024, In: BMC Medical Informatics and Decision Making. 24, Suppl 5, 262.Research output: Contribution to journal › Article › peer-review
Open Access
Datasets
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Comprehensive Database of Environmental Mitigations Extracted from FERC-Licensed Hydropower Projects using Artificial Intelligence Techniques, 1998-2023
Ruggles, T. (Creator), Yoon, H.-J. (Creator), Bhattacharyya, A. (Creator) & Singh, D. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), Jun 30 2025
DOI: 10.21951/environmental_mitigationsai/2570983
Dataset
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Leveraging hyperspectral imaging to identify drought tolerant Populus species and genotypes within species
Ramirez Flores, M. (Creator), Carrell, A. (Creator), Klingeman, D. (Creator), Clark, M. (Creator), Jawdy, S. (Creator), Carper, D. L. (Creator), Yao, T. (Creator), McBrien, J. (Creator), Burdick, L. (Creator), Wymore, A. (Creator), McClennan, D. (Creator), Martin, S. (Creator), Yoon, H.-J. (Creator), Weston, D. (Creator) & Cregger, M. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), Oct 30 2024
DOI: 10.25983/2475384
Dataset