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Researcher collaborations from the last five years
Profiles
Projects
- 3 Active
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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
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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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Bridging the Gap from Research to Reality: Methods for Fortifying Mitigation Measures Against Adversarial AI
Brogan, J., Sadovnik, A., Bolme, D., Young, S., Daw, A. & Begoli, E., Jan 1 2026, Adversarial Example Detection and Mitigation Using Machine Learning. Springer Nature, p. 289-302 14 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Optimal Client Sampling in Federated Learning with Client-level Heterogeneous Differential Privacy
Xu, J., Hu, R. & Kotevska, O., 2026, (Accepted/In press) In: IEEE Internet of Things Journal.Research output: Contribution to journal › Article › peer-review
Open Access -
ReSpike: A Co-Design Framework for Evaluating SNNs on ReRAM-Based Neuromorphic Processors
Asifuzzaman, K., Young, A. R., Date, P., Kulkarni, S. R., Miniskar, N. R., Marinella, M. & Vetter, J. S., 2026, Euro-Par 2025: Parallel Processing - 31st European Conference on Parallel and Distributed Processing, Proceedings. Nagel, W. E., Goehringer, D. & Diniz, P. C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 175-189 15 p. (Lecture Notes in Computer Science; vol. 15901 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations
Prizes
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2018 R&D 100 Award for Multinode Evolutionary Neural Networks for Deep Learning (MENNDL)
Patton, R. (Recipient), Karnowski, T. (Recipient), Lim, S.-H. (Recipient), Potok, T. (Recipient), Rose, D. (Recipient) & Young, S. (Recipient), 2018
Prize: Honorary award
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2022 R&D 100 Award for Gremlin: Adversarial Discovery of Weaknesses in Machine Learners
Coletti, M. (Recipient), Patton, R. (Recipient) & Haas, Q. (Recipient), 2022
Prize: Honorary award
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2023 R&D 100 Award for SuperNeuro: An Accelerated Neuromorphic Computing Simulator
Date, P. (Recipient), Kulkarni, S. (Recipient), Gunaratne, C. (Recipient), Patton, R. (Recipient), Coletti, M. (Recipient) & Potok, T. (Recipient), 2023
Prize: Honorary award
Datasets
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Neutron Imaging dataset for SMC 2021 data challenge
Peterson, P. (Creator), Granroth, G. (Creator), Bilheux, H. (Creator), Bilheux, J.-C. (Creator), Kulkarni, S. (Creator) & Riedel, R. (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 26 2021
DOI: 10.13139/ORNLNCCS/1772568
Dataset
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Structural Models of the Rhodopseudomonas palustris Proteome
Davidson, R. B. (Creator), Coletti, M. (Creator), Gao, M. (Creator) & Sedova, A. (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), Jul 12 2023
DOI: 10.13139/ORNLNCCS/1988165
Dataset
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EAGLE-I Power Outage Data 2014 - 2022
Tansakul, V. (Creator), Myers, A. (Creator), Tennille, S. (Creator), Denman, M. (Creator), Hamaker, A. (Creator), Huihui, J. (Creator), Medlen, K. (Creator), Allen, K. (Creator), Redmon, D. (Creator), Chinthavali, S. (Creator), Coletti, M. (Creator), Grant, J. (Creator), Lee, M. (Creator), Maguire, D. (Creator), Newby, S. (Creator), Dunivan Stahl, C. (Creator), Bhaduri, B. (Creator) & Sanyal, 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 26 2023
DOI: 10.13139/ORNLNCCS/1975202
Dataset