Lifted TASEP: Long-time dynamics, generalizations, and continuum limit

We investigate the lifted TASEP and its generalization, the GL-TASEP. We analyze the spectral properties of the transition matrix of the lifted TASEP using its Bethe ansatz solution, and use them to determine the scaling of the relaxation time (the inverse spectral gap) with particle number. The observed scaling with particle number was previously found to disagree with Monte Carlo simulations of the equilibrium autocorrelation times of the structure factor and of other large-scale density correlators for a particular value of the pullback \alpha_{\rm crit} . We explain this discrepancy. We then construct the continuum limit of the lifted TASEP, which remains integrable, and connect it to the event-chain Monte Carlo algorithm. The critical pullback \alpha_{\rm crit} then equals the system pressure. We generalize the lifted TASEP to a large class of nearest-neighbour interactions, which lead to stationary states characterized by non-trivial Boltzmann distributions. By tuning the pullback parameter in the GL-TASEP to a particular value we can again achieve a polynomial speedup in the time required to converge to the steady state. We comment on the possible integrability of the GL-TASEP.

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Publication Details

Journal
SciPost Physics Core
Published
2025-10-02
DOI
https://doi.org/10.21468/scipostphyscore.8.4.063
Primary Topic
Markov Chains and Monte Carlo Methods
Type
article
Field-Weighted Citation Impact
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article

Lifted TASEP: Long-time dynamics, generalizations, and continuum limit

Fabian H. L. Eßler, Werner Krauth, Jeanne Gipouloux
SciPost Physics Core
Markov Chains and Monte Carlo Methods
article

Lifted TASEP: Long-time dynamics, generalizations, and continuum limit

Fabian H. L. Eßler, Werner Krauth, Jeanne Gipouloux
article en

Abstract

We investigate the lifted TASEP and its generalization, the GL-TASEP. We analyze the spectral properties of the transition matrix of the lifted TASEP using its Bethe ansatz solution, and use them to determine the scaling of the relaxation time (the inverse spectral gap) with particle number. The observed scaling with particle number was previously found to disagree with Monte Carlo simulations of the equilibrium autocorrelation times of the structure factor and of other large-scale density correlators for a particular value of the pullback \alpha_{\rm crit} . We explain this discrepancy. We then construct the continuum limit of the lifted TASEP, which remains integrable, and connect it to the event-chain Monte Carlo algorithm. The critical pullback \alpha_{\rm crit} then equals the system pressure. We generalize the lifted TASEP to a large class of nearest-neighbour interactions, which lead to stationary states characterized by non-trivial Boltzmann distributions. By tuning the pullback parameter in the GL-TASEP to a particular value we can again achieve a polynomial speedup in the time required to converge to the steady state. We comment on the possible integrability of the GL-TASEP.

SciPost Physics CoreVol. 8(4)
Centre National de la Recherche Scientifique (FR), Université Paris Cité (FR), Université Paris Sciences et Lettres (FR), Sorbonne Université (FR), École Normale Supérieure (BI), New York University (US)
Leverhulme Trust, Agence Nationale de la Recherche, Centre National de la Recherche Scientifique, Institut Henri Poincaré, Sorbonne Université, Engineering and Physical Sciences Research Council
Openalex Percentile: Top 74%
Markov Chains and Monte Carlo Methods
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Lifted TASEP: Long-time dynamics, generalizations, and continuum limit — Fabian H. L. Eßler, Werner Krauth, et al. · SciPost Physics Core (2025) | TGRS Research Map | TGRS