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Filtered by Computational Research, Data Analytics & Machine Learning, Neutrino Physics, Nuclear Energy, Nuclear Nonproliferation, Plant Science, Radiological & Nuclear Detection, Secure & Adaptive Systems, Terrestrial Aquatics, and Transmission
NOVEMBER 23, 2020
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The Impact of Pruning

PNNL researchers have shown an improved binarized neural network can deliver a low-cost and low-energy computation to help the performance of smart devices and the power grid.
OCTOBER 26, 2020
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Safeguarding the Nation’s Supercomputers

Tracking down nefarious users is just one example of work at PNNL’s Center for Advanced Technology Evaluation, a computing proving ground supported by DOE’s Advanced Scientific Computing Research program.
OCTOBER 13, 2020
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Opening the Black Box of Neural Networks

Pacific Northwest National Laboratory researchers used machine learning to explore the largest water clusters database, identifying—with the most accurate neural network—important information about this life-essential molecule.