Emerging complexity in a simple model of the mechanical behaviour of rocks
David Amitrano (LGIT)

TL;DR
This paper introduces a mechanical model for rocks that captures complex behaviors like brittle to ductile transition, damage fractality, and avalanche distributions through elementary damage interactions, viewing the process as a nonlinear complex system.
Contribution
It presents a novel damage interaction model that explains emergent macroscopic behaviors in rocks without explicitly encoding them at the elementary level.
Findings
Reproduces brittle to ductile transition
Shows fractal damage structures
Demonstrates power-law damage avalanches
Abstract
We propose a mechanical model for the behaviour of rocks based on progressive damage at the elementary scale and elastic interaction. It allows us to simulate several experimental observations: mechanical behaviour ranging from brittle to ductile, fractal structure of the damage, powerlaw distribution of the damage avalanches. These macroscopic properties are not incorporated at the elementary scale, but are the results of the interaction between elements. This emerging complexity permits us to consider the strain rock process as a complex system characterized by non-linear dynamics.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
