Publications per year
Publications per year
Fingerprint
Dive into the research topics where Analytics and AI Methods at Scale is active. These topic labels come from the works of this organization's members. Together they form a unique fingerprint.
Researcher collaborations from the last five years
Based on publications and projects (not datasets). Dive into details by clicking on the dots or
Profiles
Research output
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Accelerating Fusion Plasma Collision Operator Solves with Portable Batched Iterative Solvers on GPUs
Lin, P. T., Nayak, P., Kashi, A., Kulkarni, D., Scheinberg, A. & Anzt, H., 2025, High Performance Computing. ISC High Performance 2024 International Workshops, Revised Selected Papers. Weiland, M., Neuwirth, S., Kruse, C. & Weinzierl, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 127-140 14 p. (Lecture Notes in Computer Science; vol. 15058 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Achieving GPT-4o level performance in astronomy with a specialized 8B-parameter large language model
de Haan, T., Ting, Y. S., Ghosal, T., Nguyen, T. D., Accomazzi, A., Wells, A., Ramachandra, N., Pan, R. & Sun, Z., Dec 2025, In: Scientific Reports. 15, 1, 13751.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
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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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
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A Database of Convergent Beam Electron Diffraction Patterns for Machine Learning of the Structural Properties of Materials
Laanait, N. (Creator), Borisevich, A. (Creator) & Yin, J. (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 2 2019
Dataset
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GPU Lifetimes on Titan Supercomputer: Survival Analysis and Reliability
Shankar, M. (Creator), Ostrouchov, G. (Creator), Maxwell, D. (Creator), Rogers, J. (Creator), Ashraf, R. A. (Creator) & Engelmann, C. (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), Sep 2 2020
DOI: 10.13139/ORNLNCCS/1657202
Dataset