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Paper

Learning Rules for Materials Properties and Functions

MPS-Authors
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Scheffler,  Matthias
NOMAD, Fritz Haber Institute, Max Planck Society;
Humboldt University, External Organizations;

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2104.01352.pdf
(Preprint), 323KB

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Citation

Boley, M., & Scheffler, M. (in preparation). Learning Rules for Materials Properties and Functions.


Cite as: https://hdl.handle.net/21.11116/0000-0008-C3AD-9
Abstract
In materials science and engineering, one is typically searching for materials that exhibit exceptional performance for a certain function, and the number of these materials is extremely small. Thus, statistically speaking, we are interested in the identification of *rare phenomena*, and the scientific discovery typically resembles the proverbial hunt for the needle in a haystack.