3 papers
cond-mat.soft2024
Chemical homogenization for non-mixing reactive interfaces in porous media
Winston Lindqwister, Manolis Veveakis, Martin Lesueur
Porous media, while ubiquitous across many engineering disciplines, is inherently difficult to characterize due to their innate stochasticity and heterogeneity. The key for predict…
cs.LG2024
Path Signatures and Graph Neural Networks for Slow Earthquake Analysis: Better Together?
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. On the other ha…
cond-mat.soft2021
Morphometric description of strength and degradation in porous media
Alexandre Guével, Hadrien Rattez, Manolis Veveakis
The influence of the microstructural geometry on the behavior of porous media is widely recognized, particularly in geomaterials, but also in biomaterials and engineered materials.…