Thermodynamics and optimal protocols of multidimensional quadratic
Brownian systems
- URL: http://arxiv.org/abs/2203.00764v1
- Date: Tue, 1 Mar 2022 22:14:30 GMT
- Title: Thermodynamics and optimal protocols of multidimensional quadratic
Brownian systems
- Authors: Paolo Abiuso, Viktor Holubec, Janet Anders, Zhuolin Ye, Federico
Cerisola, Mart\'i Perarnau-Llobet
- Abstract summary: We characterize finite-time thermodynamic processes of multidimensional quadratic overdamped systems.
We show how these results can be used to analyze cases in which the experimental control over the system is partial.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: We characterize finite-time thermodynamic processes of multidimensional
quadratic overdamped systems. Analytic expressions are provided for heat, work,
and dissipation for any evolution of the system covariance matrix. The
Bures-Wasserstein metric between covariance matrices naturally emerges as the
local quantifier of dissipation. General principles of how to apply these
geometric tools to identify optimal protocols are discussed. Focusing on the
relevant slow-driving limit, we show how these results can be used to analyze
cases in which the experimental control over the system is partial.
Related papers
- Efficient computation of topological order [0.0]
We analyze the computational aspects of detecting topological order in a quantum many-body system.
We find exponential scaling with system size for the former and scaling for the latter.
Our strategy can be readily generalized to higher dimensions and systems out of equilibrium.
arXiv Detail & Related papers (2024-09-19T12:30:27Z) - Statistical Mechanics of Dynamical System Identification [3.1484174280822845]
We develop a statistical mechanical approach to analyze sparse equation discovery algorithms.
In this framework, statistical mechanics offers tools to analyze the interplay between complexity and fitness.
arXiv Detail & Related papers (2024-03-04T04:32:28Z) - Gaussian Entanglement Measure: Applications to Multipartite Entanglement
of Graph States and Bosonic Field Theory [50.24983453990065]
An entanglement measure based on the Fubini-Study metric has been recently introduced by Cocchiarella and co-workers.
We present the Gaussian Entanglement Measure (GEM), a generalization of geometric entanglement measure for multimode Gaussian states.
By providing a computable multipartite entanglement measure for systems with a large number of degrees of freedom, we show that our definition can be used to obtain insights into a free bosonic field theory.
arXiv Detail & Related papers (2024-01-31T15:50:50Z) - The Thermodynamic Limit of Spin Systems on Random Graphs [0.0]
We formulate a general, continuous description of quantum spin systems in thermal equilibrium.
We derive a closed set of coupled non-linear Fredholm integral equations which govern the properties of the system.
We analyse these equations for both quantum and classical spin systems, recovering known results and providing novel analytical solutions.
arXiv Detail & Related papers (2023-02-27T11:56:20Z) - Semi-supervised Learning of Partial Differential Operators and Dynamical
Flows [68.77595310155365]
We present a novel method that combines a hyper-network solver with a Fourier Neural Operator architecture.
We test our method on various time evolution PDEs, including nonlinear fluid flows in one, two, and three spatial dimensions.
The results show that the new method improves the learning accuracy at the time point of supervision point, and is able to interpolate and the solutions to any intermediate time.
arXiv Detail & Related papers (2022-07-28T19:59:14Z) - Counting Phases and Faces Using Bayesian Thermodynamic Integration [77.34726150561087]
We introduce a new approach to reconstruction of the thermodynamic functions and phase boundaries in two-parametric statistical mechanics systems.
We use the proposed approach to accurately reconstruct the partition functions and phase diagrams of the Ising model and the exactly solvable non-equilibrium TASEP.
arXiv Detail & Related papers (2022-05-18T17:11:23Z) - Structure-Preserving Learning Using Gaussian Processes and Variational
Integrators [62.31425348954686]
We propose the combination of a variational integrator for the nominal dynamics of a mechanical system and learning residual dynamics with Gaussian process regression.
We extend our approach to systems with known kinematic constraints and provide formal bounds on the prediction uncertainty.
arXiv Detail & Related papers (2021-12-10T11:09:29Z) - Thermodynamic length and work optimisation for Gaussian quantum states [0.0]
We show that two different quantum generalisations of thermodynamic length can be utilised to determine protocols.
These lengths measure the distance between points on a manifold of control parameters.
We then use this to compute optimal thermodynamic protocols for various examples of externally driven Gaussian systems.
arXiv Detail & Related papers (2021-12-03T15:09:20Z) - Exact solutions of interacting dissipative systems via weak symmetries [77.34726150561087]
We analytically diagonalize the Liouvillian of a class Markovian dissipative systems with arbitrary strong interactions or nonlinearity.
This enables an exact description of the full dynamics and dissipative spectrum.
Our method is applicable to a variety of other systems, and could provide a powerful new tool for the study of complex driven-dissipative quantum systems.
arXiv Detail & Related papers (2021-09-27T17:45:42Z) - Multi-objective discovery of PDE systems using evolutionary approach [77.34726150561087]
In the paper, a multi-objective co-evolution algorithm is described.
The single equations within the system and the system itself are evolved simultaneously to obtain the system.
In contrast to the single vector equation, a component-wise system is more suitable for expert interpretation and, therefore, for applications.
arXiv Detail & Related papers (2021-03-11T15:37:52Z) - Self-consistent microscopic derivation of Markovian master equations for
open quadratic quantum systems [0.0]
We provide a rigorous construction of Markovian master equations for a wide class of quantum systems.
We show that, for non-degenerate systems under a full secular approximation, the effective Lindblad operators are the normal modes of the system.
We also address the particle and energy current flowing through the system in a minimal two-bath scheme and find that they hold the structure of Landauer's formula.
arXiv Detail & Related papers (2021-01-22T19:25:17Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.