Article
Automation & Control Systems
Amarjit Budhiraja, Adam Waterbury
Summary: This article investigates a reinforced chain and establishes a large deviation principle for it. The rate function, which is different from the traditional Donsker-Varadhan rate function associated with the empirical measure of the Markov chain, is described in terms of a novel discounted cost control problem involving the relative entropy function.
SYSTEMS & CONTROL LETTERS
(2022)
Article
Physics, Multidisciplinary
Michal Bialonczyk, Fernando Javier Gomez-Ruiz, Adolfo del Campo
Summary: The study explores the fidelity between thermal states of the quantum XY model and Ising model, finding that proper inclusion of the odd parity subspace enhances fidelity susceptibility in the intermediate temperature range. This enhancement persists in the thermodynamic limit and scales quadratically with system size.
NEW JOURNAL OF PHYSICS
(2021)
Article
Physics, Multidisciplinary
Nahuel Freitas, Gianmaria Falasco, Massimiliano Esposito
Summary: This method provides an effective expression for determining probability distribution away from equilibrium and accurately approximates the rate function through linear response theory at the level of the rate function, applicable to various physical and chemical systems. The approach can be extended to transient probabilities and non-autonomous dynamics, creating a virtual flow in probability space to determine the steady state rate function far from equilibrium.
NEW JOURNAL OF PHYSICS
(2021)
Article
Mechanics
Cecile Monthus
Summary: The article introduces the trajectory probabilities for a given inhomogeneous exclusion processes to identify relevant local empirical observables and obtain corresponding rate functions. By considering mean-field approximations for different models, the study explores large deviations and properties of time-additive space-local observables.
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT
(2021)
Article
Physics, Fluids & Plasmas
Francesco Coghi, Hugo Touchette
Summary: We study the performance of a stochastic algorithm based on the power method that adaptively learns the large deviation functions characterizing the fluctuations of additive functionals of Markov processes, used in physics to model nonequilibrium systems. This algorithm was introduced in the context of risk-sensitive control of Markov chains and was recently adapted to diffusions evolving continuously in time. Here we provide an in-depth study of the convergence of this algorithm close to dynamical phase transitions, exploring the speed of convergence as a function of the learning rate and the effect of including transfer learning. The results show that the adaptive power method is efficient close to dynamical phase transitions, while having many advantages in terms of performance and complexity compared to other algorithms used to compute large deviation functions.
Article
Physics, Fluids & Plasmas
Luke Causer, Juan P. Garrahan, Austen Lamacraft
Summary: The Fredkin spin chain is an interesting theoretical model that exhibits a ground-state phase transition between distinct phases, one of which violates the area law. In this study, we analyze the classical stochastic dynamics of a stochastic version of the Fredkin model, which is a simple exclusion process subject to additional kinetic constraints. We find that the equilibrium phase transition in the stochastic problem parallels the ground-state phase transition of the quantum chain, and we quantify its properties using numerical matrix product states (MPSs). The stochastic model displays slow dynamics, including power-law decaying autocorrelation functions and hierarchical relaxation processes due to exponential localization.
Article
Physics, Multidisciplinary
Giorgio Carugno, Pierpaolo Vivo, Francesco Coghi
Summary: In this paper, we study the large deviations of discrete-time Markov chains through the pair empirical occupation measure. We provide exact expressions for the finite-time moment generating function and scaled cumulant generating function using a graph-combinatorial approach. These expressions enable a physical interpretation of different terms and may serve as a starting point for sub-leading asymptotic analysis. We illustrate the method using a simple two-state Markov chain.
JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL
(2022)
Article
Physics, Multidisciplinary
Kazunobu Maruyoshi, Takuya Okuda, Juan W. Pedersen, Ryo Suzuki, Masahito Yamazaki, Yutaka Yoshida
Summary: When simulating the time evolution of quantum many-body systems on a digital quantum computer, the challenges of quantum noise and Trotter error due to time discretization need to be addressed. However, for certain spin chains, it is possible to discretize the time evolution while preserving integrability and exactly conserving a set of conserved charges. In this study, we implemented the integrable Trotterization of the spin-1/2 Heisenberg XXX spin chain on real quantum computers and classical simulators, studying the effects of quantum noise on the time evolution of conserved charges and providing an efficient method to generate conserved charges at higher orders.
JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL
(2023)
Article
Physics, Multidisciplinary
Lucas Schneider, Philip Beck, Thore Posske, Daniel Crawford, Eric Mascot, Stephan Rachel, Roland Wiesendanger, Jens Wiebe
Summary: The study analyzes Bogoliubov quasiparticle interference in Mn chains constructed atom by atom on Nb(110), revealing the formation of multi-orbital Shiba bands, including one band with a topologically non-trivial p-wave gap. This work represents an important step towards experimentally determining topological phases in multi-orbital systems using only bulk electron band structure properties.
Article
Physics, Fluids & Plasmas
Naftali R. Smith
Summary: This study investigates the large deviations in series of finite lengths generated by chaotic maps. The rate functions for the doubling, tent, and logistic maps are analytically obtained, while the rate function of the cat map is determined numerically, revealing strong evidence of a remarkable singularity. Furthermore, a numerical tool for simulating atypical realizations of sequences is developed.
Article
Physics, Multidisciplinary
Michal Bialonczyk, Fernando Javier Gomez-Ruiz, Adolfo del Campo
Summary: An elementary algebraic approach is used to provide an exact description of integrable spin chains at finite temperature in the complete Hilbert space of the system. The focus is on spin chain models described in terms of free fermions, with comparisons to common approximations. Errors from these approximations near the critical point at low temperatures are identified. Additionally, the thermal distribution of observables in the transverse-field quantum Ising chain is characterized.
Article
Physics, Particles & Fields
Rafael I. Nepomechie, Ana L. Retore
Summary: The effect of introducing a boundary inhomogeneity in the transfer matrix of an integrable open quantum spin chain was investigated, where a local Hamiltonian can be constructed and quantum group symmetry can be achieved. The boundary inhomogeneity has a profound effect on the Bethe ansatz solution.
JOURNAL OF HIGH ENERGY PHYSICS
(2021)
Article
Physics, Particles & Fields
Miao He, Yunfeng Jiang
Summary: The notion of a crosscap state, first defined in 2d CFT, has been generalized to 2d massive integrable quantum field theories and integrable spin chains. It has been shown that the crosscap states preserve integrability. The exact overlap formula of the crosscap state and the on-shell Bethe states has been derived, and the conjectured overlap formula for integrable spin chains has been rigorously proven by coordinate Bethe ansatz. Furthermore, the quench dynamics and dynamical correlation functions of the crosscap state have been studied.
JOURNAL OF HIGH ENERGY PHYSICS
(2023)
Article
Mathematics
Li-Cheng Tsai
Summary: In this study, we rigorously prove the large deviation principle (LDP) for the lower tail of the Hopf-Cole solution of the Kandar-Parisi-Zhang (KPZ) equation with the narrow wedge initial condition. Our analysis utilizes a formula conversion and variational characterizations.
DUKE MATHEMATICAL JOURNAL
(2022)
Article
Mathematics
Thomas Spanninger, Beda Buchel, Francesco Corman
Summary: Train delays are a major inconvenience for passengers and railway operations. This study introduces an advanced Markov chain model to predict train delays using historical train operation data. By using process time deviations instead of absolute delays, and relaxing the stationarity assumptions for transition probabilities, our model achieves a prediction accuracy gain of 56% compared to state-of-the-art models based on absolute delays.
Article
Biology
V. Belitsky, G. M. Schuetz
JOURNAL OF THEORETICAL BIOLOGY
(2019)
Article
Mechanics
G. M. Schuetz
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT
(2020)
Article
Physics, Multidisciplinary
G. M. Schuetz
JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL
(2020)
Article
Physics, Multidisciplinary
G. M. Schuetz
JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL
(2020)
Article
Biology
G. M. Schuetz
Summary: This study discusses how the presence of a slow binding site in molecular motor traffic leads to defect-induced traffic jams, which are different from boundary-induced jams. By analyzing a lattice gas model, the authors obtained the exact spatial distribution of motors, probability distribution of random position of traffic jam, and reported unexpected spatial anticorrelations near the defect.
JOURNAL OF THEORETICAL BIOLOGY
(2021)
Article
Physics, Multidisciplinary
G. M. Schuetz
Summary: The study revisits the nonequilibrium phase transition in the deterministic sublattice totally asymmetric simple exclusion process, combining a grandcanonical ensemble to obtain exact results for stationary current-density correlations and average collective velocity. It identifies defect-induced anticorrelations that are absent in similar boundary-induced phase transitions. The average collective velocity vanishes at the phase transition and in the phase-separated state due to its macroscopic spatial inhomogeneity.
JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL
(2021)
Article
Physics, Mathematical
J. Schmidt, G. M. Schutz, H. van Beijeren
Summary: The study presents a three-lane exclusion process model and identifies sound modes and heat modes with specific dynamical exponents and scaling functions. Numerical simulations reveal that the numerical asymmetry of the sound modes is a finite-time effect and the mode-coupling calculation of the scale factor for the heat mode shows significant non-universal diffusive corrections.
JOURNAL OF STATISTICAL PHYSICS
(2021)
Article
Physics, Multidisciplinary
G. M. Schutz, D. Karevski
Summary: Exact results are presented for conditioned dynamics in a system of interacting random walks in one dimension. The system involves particles that annihilate immediately when they meet on the same site, and pairs of particles that are randomly deposited on neighboring sites. The study found dynamical nonequilibrium phase transitions similar to the zero-temperature equilibrium phase transitions in a spin-1/2 quantum XY spin chain in a transverse magnetic field. The approach of the particle density to its stationary value along the critical line is algebraic with an unexpected mean field exponent. The time-dependent local stationary density correlations are universal with a dynamical exponent z = 1. Below the typical activity, spatially oscillating correlations appear inside the disordered phase.
JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL
(2022)
Article
Physics, Multidisciplinary
G. M. Schutz
Summary: The reverse duality between the asymmetric simple exclusion process (ASEP) and a biased random walk is proven for a specific set of boundary parameters. The duality function is determined by the configuration probabilities of a family of Bernoulli shock measures with a microscopic shock at a particular lattice site. The boundary conditions of the dual random walk depend on the choice of the duality function, and as a result, the time-dependent distribution of the open ASEP can be represented as a convex combination of shock measures with shocks at different positions.
EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS
(2023)
Article
Physics, Multidisciplinary
G. M. Schuetz
Summary: This study proves a duality between the asymmetric simple exclusion process (ASEP) with non-conservative open boundary conditions and an asymmetric exclusion process with particle-dependent hopping rates and conservative reflecting boundaries. This reverse duality relates the measures of the dual processes rather than expectations. Specifically, it expresses the time evolution of a family of shock product measures with N microscopic shocks in terms of the time evolution of N particles in the dual process. The reverse duality also elucidates some poorly understood properties of the stationary matrix product measures of the open ASEP given by finite-dimensional matrices.
JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL
(2023)
Article
Physics, Multidisciplinary
Simon Essink, Stefan Wolff, Gunter M. Schuetz, Corinna Kollath, Vladislav Popkov
PHYSICAL REVIEW RESEARCH
(2020)
Article
Physics, Fluids & Plasmas
Annwesha Dutta, Gunter M. Schuetz, Debashish Chowdhury
Article
Physics, Fluids & Plasmas
Jan de Gier, Andreas Schadschneider, Johannes Schmidt, Gunter M. Schuetz
Article
Physics, Multidisciplinary
Dragi Karevski, Gunter M. Schuetz
Article
Physics, Fluids & Plasmas
V Belitsky, G. M. Schuetz