Looking Beyond Analytical Data Standardization—the Fourth Paradigm White Paper Co-authors: Andrew A. Anderson, Graham A. McGibbon, Andrey Paramonov, and Sanjivanjit K. Bhal 010010 0101010101011010 101010 10101 01001 010101010101101 101010 101 010010101010110101 0101010101011 0100 0101 011 10 010010 0101010101011 101010 Executive Summary Chemical R&D activities continue to generate a deluge of instrumental analytical data on a daily basis, regardless of industry. Regulatory submissions and critical R&D or manufacturing decisions are based on analytical data every day. When data are silo’d and unavailable in standard accessible formats, access and re-use for decision- making and problem-solving is h

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