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Filtered by Chemical Physics, Chemistry, Ecosystem Science, Environmental Remediation, Grid Energy Storage, High-Performance Computing, Precision Materials by Design, Radiation Measurement, Secure & Adaptive Systems, Solar Energy, Stakeholder Engagement, Transportation, and Waste Processing
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 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 26, 2020
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PNNL Gets X-Ray Vision

PNNL has three small-scale spectroscopy devices that are speeding up the testing and analysis of candidate novel materials used in energy storage research and environmental remediation.
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.
SEPTEMBER 17, 2020
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Not Your Average Refinery

In a new review, PNNL researchers outline how to convert stranded biomass to sustainable fuel using electrochemical reduction reactions in mini-refineries powered by renewable energy.