Publications per year
Publications per year
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Dive into the research topics where Learning Systems 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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Defining quantum-ready primitives for hybrid HPC-QC supercomputing: a case study in Hamiltonian simulation
Delgado, A. & Date, P., 2025, In: Frontiers in Computer Science. 7, 1528985.Research output: Contribution to journal › Review article › peer-review
Open Access -
Neuromorphic computing at scale
Kudithipudi, D., Schuman, C., Vineyard, C. M., Pandit, T., Merkel, C., Kubendran, R., Aimone, J. B., Orchard, G., Mayr, C., Benosman, R., Hays, J., Young, C., Bartolozzi, C., Majumdar, A., Cardwell, S. G., Payvand, M., Buckley, S., Kulkarni, S., Gonzalez, H. A. & Cauwenberghs, G. & 3 others, , Jan 23 2025, In: Nature. 637, 8047, p. 801-812 12 p., 4910.Research output: Contribution to journal › Review article › peer-review
5 Scopus citations -
A dataset of recorded electricity outages by United States county 2014–2022
Brelsford, C., Tennille, S., Myers, A., Chinthavali, S., Tansakul, V., Denman, M., Coletti, M., Grant, J., Lee, S., Allen, K., Johnson, E., Huihui, J., Hamaker, A., Newby, S., Medlen, K., Maguire, D., Dunivan Stahl, C., Moehl, J., Redmon, D. & Sanyal, J. & 1 others, , Dec 2024, In: Scientific Data. 11, 1, 271.Research output: Contribution to journal › Article › peer-review
Open Access12 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), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Mar 26 2021
DOI: 10.13139/ORNLNCCS/1772568
Dataset
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Structural models and functional annotations for the Sphagnum divinum proteome.
Davidson, R. B. (Creator), Coletti, M. (Creator), Gao, M. (Creator) & Sedova, A. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), May 31 2023
DOI: 10.13139/ORNLNCCS/1973885
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), Constellation by Oak Ridge Leadership Computing Facility (OLCF), May 26 2023
DOI: 10.13139/ORNLNCCS/1975202
Dataset