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Networks and Hierarchies: How Amorphous Materials Learn to Remember
Muhittin Mungan1, Srikanth Sastry2, Karin Dahmen3
1Institut für angewandte Mathematik, Universität Bonn, Endenicher Allee 60, 53115 Bonn, Germany.
We mapped plastic rearrangements in amorphous solids to a directed network, revealing hierarchical structures that explain their return point memory. This network links particle rearrangements to reversible and irreversible deformation behaviors.
Area of Science:
- Materials Science
- Condensed Matter Physics
- Solid Mechanics
Background:
- Amorphous solids exhibit complex deformation behaviors.
- Understanding plastic rearrangements is crucial for predicting material failure.
Purpose of the Study:
- To map the discrete plastic rearrangements in amorphous solids.
- To reveal the network topology underlying deformation.
- To connect network organization to material memory and behavior.
Main Methods:
- Mapping particle rearrangements to a directed network.
- Analyzing network topology and its relation to deformation.
- Investigating localized particle rearrangements ('soft spots') and their interactions.
Main Results:
- The network exhibits highly connected regions and one-way transitions.
- Hierarchical organization of hysteresis cycles and subcycles was identified.
- Near-perfect return point memory was observed at small to moderate strains.
Conclusions:
- Network topology provides insight into reversible and irreversible behaviors.
- Localized rearrangements and their interactions drive deformation mechanisms.
- The network representation offers a new framework for studying amorphous solids.
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