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NERSC User Meeting: Kristin Persson - Fueling the AI Revolution for Materials Science

Kristin Persson, Professor of Materials Science and Engineering, Director of the Materials Project, and Faculty Staff Scientist at Berkeley Lab Abstract Materials science is entering the era of the fourth paradigm of science: data-driven materials design. The Materials Project (www.materialsproject.org) uses supercomputing and a sophisticated software infrastructure together with state-of-the-art quantum mechanical theory to compute the properties of all known inorganic materials and beyond, design novel materials and offer the data for free to the community together with online analysis and design algorithms. The current release contains data derived from quantum mechanical calculations for over 150,000 materials and millions of properties. The resource supports a growing community of data-rich materials research, currently supporting over 500,000 registered users and millions of data records served each day through the API. Our resource is inspiring data-driven work across the community and in response, we are seeing a rapid increase in the development of machine learning algorithms for the prediction of materials properties, characteristics, and synthesizability. Speaker Bio Kristin Persson is the Daniel M. Tellep Distinguished Professor at the University of California, Berkeley and a Senior Faculty Scientist at Lawrence Berkeley National Laboratory. She is also the Director and founder of the Materials Project (materialsproject.org) which is a world-leading resource for materials data and design. She has received the DOE Secretary of Energy’s Achievement Award twice, the TMS Cyril Stanley Smith Award, the TMS Faculty Early Career Award, the Falling Walls Science and Innovation Management Award, the LBNL Director’s award for Exceptional Scientific Achievement and she is a member of the Royal Swedish Academy of Science, an MRS Fellow, a AAAS Fellow and an APS Fellow. She holds several patents in the clean energy space and has co-authored more than 300 peer-reviewed publications.