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180 results found
Filtered by Advanced Hydrocarbon Conversion, Building-Grid Integration, Data Analytics & Machine Learning, Emergency Response, Energy Storage, Federal Buildings, Graph Analytics, Grid Cybersecurity, High-Performance Computing, Precision Materials by Design, Science of Interfaces, Stakeholder Engagement, Visual Analytics, and Wind Energy
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.
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.
SEPTEMBER 14, 2020
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VOLTTRON™ Goes to School

The PNNL-developed VOLTTRON™ software platform’s advancement has benefited from a community-driven approach. The technology has been used in buildings nationwide, including most recently on a university campus.