Theory for Swap Acceleration near the Glass and Jamming Transitions
arXiv:1801.03796 · doi:10.1103/PhysRevX.8.031050
Abstract
Swap algorithms can shift the glass transition to lower temperatures, a recent unexplained observation constraining the nature of this phenomenon. Here we show that swap dynamic is governed by an effective potential describing both particle interactions as well as their ability to change size. Requiring its stability is more demanding than for the potential energy alone. This result implies that stable configurations appear at lower energies with swap dynamics, and thus at lower temperatures when the liquid is cooled. \maa{ The magnitude of this effect is proportional to the width of the radii distribution, and decreases with compression for finite-range purely repulsive interaction potentials.} We test these predictions numerically and discuss the implications of these findings for the glass transition.We extend these results to the case of hard spheres where swap is argued to destroy meta-stable states of the free energy coarse-grained on vibrational time scales. Our analysis unravels the soft elastic modes responsible for the speed up swap induces, and allows us to predict the structure and the vibrational properties of glass configurations reachable with swap. In particular for continuously poly-disperse systems we predict the jamming transition to be dramatically altered, as we confirm numerically. A surprising practical outcome of our analysis is new algorithm that generates ultra-stable glasses by simple descent in an appropriate effective potential.
8 pages, 7 figures in the main text, 3 pages 4 figures in the supplemental material. We improved the theoretical discussion in the v3. In particular, we added a section with an extended discussion of the implications of our findings for the glass transition
References in corpus (11)
- Jamming at Zero Temperature and Zero Applied Stress: the Epitome of Disorder
- Fractal free energy landscapes in structural glasses
- Irreversible reorganization in a supercooled liquid originates from localised soft modes
- A random critical point separates brittle and ductile yielding transitions in amorphous materials
- Unified study of glass and jamming rheology in soft particle systems
- Excess Vibrational Modes and the Boson Peak in Model Glasses
- Geometric interpretation of pre-vitrification in hard sphere liquids
- Absence of Marginal Stability in a Structural Glass
- Mean field theory of the swap Monte Carlo algorithm
- The jamming transition in high dimension: an analytical study of the TAP equations and the effective thermodynamic potential
- Higher order corrections to the effective potential close to the jamming transition in the perceptron model
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