From mechanism-based to data-driven approaches in materials science

Abstract A time-honored approach in theoretical materials science revolves around the search for basic mechanisms that should incorporate key feature of the phenomenon under investigation. Recent years have witnessed an explosion across areas of science of a data-driven approach fueled by recent adv...

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Bibliographic Details
Main Authors: Stefan Hiemer, Stefano Zapperi
Format: Article
Language:English
Published: SpringerOpen 2021-09-01
Series:Materials Theory
Subjects:
Online Access:https://doi.org/10.1186/s41313-021-00027-3