Scalable Algorithms

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The Scalable Algorithms Department develops new algorithms and approaches to address challenges in next-generation computing hardware. The department uses its expertise in applied mathematics and computational science to address these challenges and help define the future of computing.  We have four main research thrusts:  performance portability, scalable solvers, scalable graph algorithms, and scalable machine learning.  While mission driven and focused, the Scalable Algorithms Department performs most of its research in the public domain, which allows the R&D professionals in the department to publish in the open literature and effectively team with leaders at other labs, universities, and industry.