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Researcher collaborations from the last five years
Profiles
Projects
- 2 Finished
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Magnetically Suspended Canned Rotor Pumps for the Integral Molten Salt Reactor
Melin, A. (PI)
Advanced Research Projects Agency - Energy
07/29/19 → 07/31/22
Project: Research
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Computer Vision Measurements and Analysis to Support Naturalistic Driving Studies for Road Safety
Karnowski, T. (PI)
U.S. Department of Transportation
06/28/13 → 05/31/16
Project: Research
Research output
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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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Denoising Seismograms in the Time Domain Using a Deep Learning Model
Chai, C., Rose, D., Stewart, S., Martindale, N., Adams, M., Polanco, A. T., Linville, L., Stanley, C. & Bingham, P., Feb 2026, In: Bulletin of the Seismological Society of America. 116, 1, p. 192-204 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Identifying Vehicle Signals in Continuous Seismic Data Using Unsupervised Machine-Learning Techniques
Chai, C., Marcillo, O., Maceira, M., Kerekes, R. & Canion, B., May 2026, In: Seismological Research Letters. 97, 3, p. 1893-1904 12 p.Research output: Contribution to journal › Article › peer-review
Open Access
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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2021 R&D 100 Award for Precision Deicer
Omitaomu, F. (Recipient), Bhaduri, B. (Recipient), Koch, D. (Recipient), Johnson, C. (Recipient), Reed, K. (Recipient), Garrett, M. (Recipient), Homan, K. (Recipient) & Cadotte, E. (Recipient), 2021
Prize: Honorary award
Datasets
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PyCMG-based Simulation of Volumetric Concrete Microstructure
Ziabari, A. (Creator) & Alnaggar, M. (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 23 2025
DOI: 10.13139/ornlnccs/2548178
Dataset
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In situ Visible Light and Thermal Imaging Data from a Laser Powder Bed Fusion Additive Manufacturing Process Co-Registered to X-ray Computed Tomography and Fatigue Data
Snow, Z. (Creator), Scime, L. (Creator), Joslin, C. (Creator), Halsey, W. (Creator), Marquez Rossy, A. (Creator), Ziabari, A. (Creator), Paquit, V. (Creator) & Dehoff, 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), 2025
DOI: 10.13139/ornlnccs/2524534
Dataset
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The ORNL Overhead Vehicle Dataset (OOVD)
Karnowski, T. (Creator), Tokola, R. (Creator), Kerekes, R. (Creator), Henderson, R. D. (Creator) & Sewell, J. M. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), Jun 1 2019
DOI: 10.11578/1525087
Dataset