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Why Invariance Becomes a Liability: Failure Modes of Rotationally Invariant GNNs for Anisotropic Elastic Constants

Year: 2022

Type: article

Source: Journal of Computational and Data-Driven Materials Engineering

DOI: 10.68159/i244013501

Authors: Michael Turner, Sophia Nguyen, David Clark, Emma Wilson

Topic: Machine Learning in Materials Science

Subfield: Materials Chemistry

Field: Materials Science

Domain: Physical Sciences

Open Access status: hybrid

OpenAlex ID: W7214563293

FWCI:

Cites: 19

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