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Path Signatures and Graph Neural Networks for Slow Earthquake Analysis: Better Together?
The path signature, having enjoyed recent success in the machine learning community, is a theoretically-driven method for engineering features from irregular paths.
Strain localization regularization and patterns formation in rate-dependent plastic materials with multiphysics coupling
Such instability is characterized by the localization of the displacement or velocity fields in a zone of finite thickness and is generally associated with the failure of materials.
Geophysics Materials Science
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