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Filtered by Coastal Science, Computational Mathematics & Statistics, Cybersecurity, Dark Matter, Data Analytics & Machine Learning, High-Performance Computing, Neutrino Physics, Nuclear Nonproliferation, Solar Energy, and Water Power
NOVEMBER 23, 2020
Web Feature

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
Web Feature

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
Web Feature

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.