Testing Occam’s razor to characterize high-order connectivity in pore networks of granular media: Feature selection in machine learning

A perennial challenge for the characterization and modelling of phenomena involving granular media is that the internal connectivity of, and interactions between, the pores and the particles exhibit hallmarks of complexity: multi-scale and nonlinear interactions that lead to a plethora of patterns a...

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Bibliographic Details
Main Authors: van der Linden Joost, Tordesillas Antoinette, Narsilio Guillermo
Format: Article
Language:English
Published: EDP Sciences 2017-01-01
Series:EPJ Web of Conferences
Online Access:https://doi.org/10.1051/epjconf/201714012006