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Data-Driven Design for Energy Materials - IPAM at UCLA

Institute for Pure & Applied Mathematics (IPAM) via YouTube

Overview

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Explore the cutting-edge world of data-driven materials design in this 46-minute conference talk by Kristin Persson from the University of California, Berkeley. Delve into the fourth paradigm of science, where supercomputing and quantum mechanical theory converge to revolutionize the field of materials research. Learn about the Materials Project, a groundbreaking initiative that computes properties of known and novel inorganic materials, offering free access to a vast database of over 150,000 materials and millions of properties. Discover how this resource supports a growing community of researchers worldwide, serving millions of data records daily. Gain insights into real-world applications of data-driven methodologies in advancing energy materials innovation. Examine the future challenges and needs in this rapidly evolving field, and understand how this approach is transforming our understanding of materials science.

Syllabus

Kristin Persson - Data-Driven Design for Energy Materials - IPAM at UCLA

Taught by

Institute for Pure & Applied Mathematics (IPAM)

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