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Finite-size scaling at the jamming transition
Carl P Goodrich1, Andrea J Liu, Sidney R Nagel
1Department of Physics, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA.
Finite-size effects in jammed sphere packings reveal corrections to scaling, showing the jamming transition behaves like a phase transition. This occurs above isostaticity, with implications for understanding material properties.
Area of Science:
- Physics
- Materials Science
- Statistical Mechanics
Background:
- Jammed packings of soft spheres are crucial for understanding granular materials and glasses.
- Finite-size effects are known to influence phase transitions and critical phenomena.
Purpose of the Study:
- To analyze finite-size effects in jammed packings of soft, frictionless spheres at zero temperature.
- To investigate the impact of particle number (N) on the jamming transition and its associated properties.
Main Methods:
- Analysis of discrete jumps in contact number for packings of N spheres.
- Examination of power-law scalings for contact number and elastic moduli at low pressures.
- Investigation of scaling collapse as a function of N in 2D and 3D.
Main Results:
- A 1/N correction to the contact number jump indicates jammed packings exist only above isostaticity.
- Canonical power-law scalings break down at low pressures due to finite-size effects.
- Scaling collapse with a nontrivial scaling function demonstrates the jamming transition as a phase transition.
- Scaling is achieved as a function of N in both 2D and 3D, suggesting an upper critical dimension of 2.
Conclusions:
- Finite-size effects are critical for understanding the jamming transition in soft sphere packings.
- The jamming transition exhibits characteristics of a phase transition, particularly above isostaticity.
- The upper critical dimension for this transition is found to be 2.
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