Search Results for author: Manolis Veveakis

Found 2 papers, 0 papers with code

Path Signatures and Graph Neural Networks for Slow Earthquake Analysis: Better Together?

no code implementations5 Feb 2024 Hans Riess, Manolis Veveakis, Michael M. Zavlanos

The path signature, having enjoyed recent success in the machine learning community, is a theoretically-driven method for engineering features from irregular paths.

Earthquake prediction

Strain localization regularization and patterns formation in rate-dependent plastic materials with multiphysics coupling

no code implementations21 Nov 2020 Antoine B. Jacquey, Hadrien Rattez, Manolis Veveakis

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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