Overview
Education/Academic qualification
Comp-Comp Sci, Doctorate Degree
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Data readiness pipeline patterns for scientific AI at scale: Insights from climate, fusion, life sciences, and materials
Brewer, W., Widener, P., Anantharaj, V., Wang, F., Beck, T., Shankar, A. & Oral, S., Mar 1 2026, In: AI Magazine. 47, 1, e70056.Research output: Contribution to journal › Article › peer-review
Open Access -
Mixed-precision numerics in scientific applications: survey and perspectives
Kashi, A., Lu, H., Brewer, W., Rogers, D., Matheson, M., Shankar, M. & Wang, F., Apr 2026, In: Journal of Supercomputing. 82, 5, 287.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
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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AI Agents for Enabling Autonomous Experiments at ORNL’s HPC and Manufacturing User Facilities
Rosendo, D., DeWitt, S., Souza, R., Austria, P., Ghosal, T., McDonnell, M., Miller, R., Skluzacek, T., Haley, J., Turcksin, B., McGaha, J., Mintz, B., Wang, F., Shankar, M., Oral, S. & da Silva, R. F., Nov 15 2025, Proceedings of 2025 Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis, SC 2025 Workshops. Association for Computing Machinery, Inc, p. 2354-2361 8 p. (Proceedings of 2025 Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis, SC 2025 Workshops).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Analyzing 16,193 LLM Papers for Fun and Profits
Xia, Z., Zhu, L., Li, B., Chen, F., Li, Q., Liao, C., Wang, F. & Liu, H., 2025, Proceedings - 2025 IEEE Cloud Summit, Cloud-Summit 2025. Institute of Electrical and Electronics Engineers Inc., p. 29-34 6 p. (Proceedings - 2025 IEEE Cloud Summit, Cloud-Summit 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Datasets
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SMC 2021 Data Challenge: Analyzing Resource Utilization and User Behavior on Titan Supercomputer
Dash, S. (Creator), Paul, A. K. (Creator), Oral, S. (Creator) & Wang, F. (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), Mar 29 2021
Dataset
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OLCF Summit Supercomputer GPU Snapshots During Double-Bit Errors and Normal Operations
Shin, W. (Creator), Oles, V. (Creator), Schmedding, A. (Creator), Ostrouchov, G. (Creator), Smirni, E. (Creator), Engelmann, C. (Creator) & Wang, F. (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), Apr 20 2023
Dataset
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Long Term Per-Component Power and Thermal Measurements of the OLCF Summit System
Shin, W. (Creator), Ellis, J. A. (Creator), Karimi, A. M. (Creator), Oles, V. (Creator), Dash, S. (Creator) & Wang, F. (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), Apr 11 2022
Dataset
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April 2020 Darshan counters from the Summit supercomputer
Karimi, A. M. (Creator), Xie, B. (Creator), Paul, A. K. (Creator), Oral, S. (Creator) & Wang, F. (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), May 3 2022
Dataset