Projects per year
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Dive into the research topics where Discrete Algorithms 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
Projects
- 3 Active
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Privacy-Preserving Federated Learning for Science: Building Sustainable and Trustworthy Foundation Models
Kim, K. (PI), Flynn, T. (CoPI), Kotevska, O. (CoPI), Ryu, M. (CoPI) & Yousefian, F. (CoPI)
Advanced Scientific Computing Research
09/1/24 → 08/31/27
Project: Research
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ENGAGE: Energy-efficient Novel Algorithms and Architectures for Graph Learning
Potok, T. (PI), Guojing, C. C. (CoPI), Patton, R. (CoPI), Kannan, R. {. (CoPI), Gunaratne, C. (CoPI), Date, P. (CoPI), Coletti, M. (CoPI), Gautam, A. (CoPI), Lim, S.-H. (CoPI), Bose, A. (CoPI), Schuman, C. (CoPI) & Parsa, M. (CoPI)
Advanced Scientific Computing Research
09/1/24 → 08/31/27
Project: Research
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Privacy-Preserving Federated Learning for Science: Building Sustainable and Trustworthy Foundation Models
Kim, K. (PI), Flynn, T. (CoPI), Kotevska, O. (CoPI), Ryu, M. (CoPI) & Yousefian, F. (CoPI)
Advanced Scientific Computing Research
09/1/24 → 08/31/27
Project: Research
Research output
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Bridging paradigms: Designing for HPC-Quantum convergence
Shehata, A., Groszkowski, P., Naughton, T., Gopalakrishnan Meena, M., Wong, E., Claudino, D., Ferreira da Silva, R. & Beck, T., Jan 2026, In: Future Generation Computer Systems. 174, 107980.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
AI-Powered Knowledge Graphs for Neuromorphic and Energy-Efficient Computing
Gautam, A., Patton, R., Potok, T., Kannan, R. {., Aimone, J. & Severa, W., Jun 29 2025, GLSVLSI 2025 - Proceedings of the Great Lakes Symposium on VLSI 2025. Association for Computing Machinery, p. 996-1001 6 p. (Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Dynamical Sketching for Enhanced Communication Efficiency in Federated Learning
Afrose, S. & Kotevska, O., 2025, Proceedings - 2025 IEEE Conference on Artificial Intelligence, CAI 2025. Institute of Electrical and Electronics Engineers Inc., p. 982-987 6 p. (Proceedings - 2025 IEEE Conference on Artificial Intelligence, CAI 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Datasets
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TaV_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 29 2023
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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Dataset from ORNL Flexible Research Platform (FRP)
Cui, B. (Creator), Im, P. (Creator), Bhandari, M. (Creator) & Lee, S. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Sep 28 2022
DOI: 10.13139/ORNLNCCS/1888811
Dataset