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Filtered by Computational Research, Cybersecurity, Energy Efficiency, Environmental Remediation, Geothermal Energy, Grid Cybersecurity, Human Health, Integrative Omics, Materials in Extreme Environments, Reactor Licensing, Subsurface Science, and Transportation
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.
NOVEMBER 17, 2020
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Ironing Out Technetium Contamination

Researchers at Pacific Northwest National Laboratory (PNNL) are closer to understanding how iron may pave the way for sequestration of technetium-99 contaminants in the subsurface.
NOVEMBER 10, 2020
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Glowing Progress in Pathogen Discovery

Researchers at PNNL have developed a bacteria testing system called OmniScreen that combines biological and synthetic chemistry with machine learning to hunt down pathogens before they strike.
NOVEMBER 5, 2020
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Okeechobee: From Blooms to Biocrude

PNNL researchers are contributing expertise and hydrothermal liquefaction technology to a project that intercepts harmful algal blooms from water, treats the water, and concentrates algae for transformation to biocrude.
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.