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During the symposium, postdoctoral researchers currently working at the Lab shared 10-minute slide presentations on their projects with an audience of peers, mentors, and coworkers, followed by interactive Q&As throughout the day TBI patient outcomes can be predicted from patient intake data with a high degree of precision by applying a novel combination of non-parametric unsupervised and supervised machine learning. Left: Fold-over-chance accuracy of predicting outcomes into a different number of clusters. Right: Two-dimensional UMAP (Uniform Manifold Approximation and Projection) embedding clustered into 19 clusters. (Credit: Andrew Tritt and Kristofer Bouchard, Lawrence Berkeley National Laboratory) Hurricane Patricia Bears Down on Mexico's Pacific Coast on October 23, 2015. Image Credit: NASA Goddard Spaceflight Center The Cray-1 sold for about $8 million in 1978 (around $38 million in inflation-adjusted dollars). This photograph of Neptune, one of the ice giant planets addressed in a paper recently published by researchers at UC Berkeley, was reconstructed from two images taken by NASA Voyager 2. Credit: NASA Reconstructions of a material sample from a sparse set of projection data using TomoCAM, conventional MBIR, and direct approximation methods. TomoCAM delivers higher-quality reconstructions compared to direct approximation methods while being 15 times faster than conventional MBIR methods. NERSC has come a long way since its founding in 1974 with a single CDC 6600 system.
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