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Berkeley Lab postdoctoral researcher Patricia Gonzalez-Gurrer is lead author of “An Area Efficient Superconducting Unary CNN Accelerator,” winner of the ISQED'23 Best Paper Award. The record-breaking calculation was performed on a dataset composed of daily maximum temperatures (°C) across the United States between 1990 and 2019. (Credit: Marcus Noack, Berkeley Lab) Superfacility principles come into play as researchers use Stanford's Linac Coherent Light Source to pioneer a new form of X-ray crystallography. Experimental data was transferred automatically via ESnet to supercomputers at NERSC and back, yielding initial analysis in under ten minutes—a speed record for this type of experiment. (Image credit: Ella Maru Studios and J. Nathan Hohman) Hengrui Luo was one of 18 who presented their research during the 2023 CS Area Postdoc Symposium. (Credit: Margie Wylie, Berkeley Lab) Modeling the effects of earthquakes on homes, businesses, and infrastructure is about to get a lot easier, thanks to advanced simulations performed on the world's fastest supercomputers. (Credit: SUNGYOON/Adobe Stock) WarpX: longitudinal electric field in a laser-plasma accelerator rendered with the ECP software libraries Ascent & VTK-m as the simulation was running. Credit: Axel Huebl (Berkeley Lab) 3D rendering of six regions obtained via the machine learning pipeline developed by Berkeley Lab scientists to improve cryo-ET image data analysis. Each region is labeled by a unique color. The colors of Alzheimer’s abnormal proteins: AT8, AT100 and MC1 quantitative heatmap registered to blockface (first column), MRI (second column) of patient “Case 2.” The third column depicts the respective 3D renderings of each tau map. AT8 detected higher amounts of tau than AT100 and MC1. (Credit: Daniela Ushizima, Berkeley Lab) A supercomputer with a mural that shows wisps of orange clouds that Most electric cars are powered by lithium-ion batteries, which rely on polymer electrolytes to conduct lithium ions and produce energy. Improved polymer electrolytes could improve battery performance in electric cars.
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