Domain wall propagation and nucleation in a metastable two-level system
Hans C. Fogedby, John Hertz, Axel Svane

TL;DR
This paper develops a dynamical framework for understanding non-equilibrium transitions in a noisy one-dimensional system, focusing on domain wall nucleation and propagation, with results aligning well with numerical studies.
Contribution
It introduces a canonical phase space approach to analyze domain wall dynamics in a stochastic Ginzburg-Landau model, providing analytical solutions and transition pathway characterization.
Findings
Derivation of nonlinear domain wall solutions with diffusive modes
Characterization of transition pathways via nucleation and propagation of domain walls
Quantitative agreement with numerical optimization results
Abstract
We present a dynamical description and analysis of non-equilibrium transitions in the noisy one-dimensional Ginzburg-Landau equation for an extensive system based on a weak noise canonical phase space formulation of the Freidlin-Wentzel or Martin-Siggia-Rose methods. We derive propagating nonlinear domain wall or soliton solutions of the resulting canonical field equations with superimposed diffusive modes. The transition pathways are characterized by the nucleations and subsequent propagation of domain walls. We discuss the general switching scenario in terms of a dilute gas of propagating domain walls and evaluate the Arrhenius factor in terms of the associated action. We find excellent agreement with recent numerical optimization studies.
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.
