Information Thermodynamics in Generalized Probabilistic Theories
- URL: http://arxiv.org/abs/2605.12331v1
- Date: Tue, 12 May 2026 16:14:48 GMT
- Title: Information Thermodynamics in Generalized Probabilistic Theories
- Abstract summary: We construct information thermodynamics in Generalized Probabilistic Theories (GPTs)<n>We provide a unified framework for analyzing the relationship between measurement, feedback, information erasure, and the second law of thermodynamics.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Generalized Probabilistic Theories (GPTs) provide a unified framework for describing probabilistic physical theories, encompassing classical and quantum theories as well as hypothetical theories beyond quantum mechanics. Since most GPTs are highly unrealistic and far removed from known physical theories, it is important to constrain them by physically reasonable principles. One of the most important such principles is consistency with thermodynamics, which has been extensively studied through toy models involving semipermeable membranes (SPMs) implementing measurements. On the other hand, information thermodynamics, which plays a central role in understanding the relationship between measurement and thermodynamics in classical and quantum theory, has remained largely undeveloped in GPTs. In this work, we construct information thermodynamics in GPTs and provide a unified framework for analyzing the relationship between measurement, feedback, information erasure, and the second law of thermodynamics. We also formulate a general framework for SPM models and analyze the thermodynamic cost of measurements implemented by SPMs. As a result, we show that no work can be extracted in contradiction with the second law as long as the measurement processes are consistent with entropy nondecrease, and derive sufficient conditions for this property for several entropy definitions proposed in GPTs. Moreover, by considering measurement processes violating these conditions, we construct explicit GPT systems realizing isothermal SPM cycles from which positive work can be extracted. These results demonstrate that violations of the second law can arise from the lack of fundamental entropy properties or discrepancies between entropy definitions, and provide a unified and model-independent foundation for understanding the relationship between thermodynamics and measurement in GPTs.
Related papers
- Unifying quantum measurement constructions via a relative-entropy minimum change principle [12.046119801151619]
The minimum change principle provides an information-theoretic characterization of the Bayes reversal channel in classical probability theory.<n>We consider a forward process based on a classical-to-quantum preparation channel and a reverse process based on a quantum-to-classical measurement channel.<n>We show that softmin thermal measurements arise as optimal solutions to entropy-regularized semidefinite optimization problems.
arXiv Detail & Related papers (2026-08-04T11:14:40Z) - Geometry of restricted information: the case of quantum thermodynamics [0.0]
We formulate a geometric framework in which physical laws emerge from restricted access to microscopic information.<n> Measurement constraints are modeled as a gauge symmetry acting on density operators, inducing a gauge-reduced space of physically distinguishable states.<n>Entropy production is identified with the relative entropy between forward and backward probability measures on the gauge-reduced space of thermodynamic trajectories.<n>The third law emerges as a singular zero-temperature limit in which thermodynamic orbits collapse and entropy production vanishes.
arXiv Detail & Related papers (2026-02-06T14:05:24Z) - Restoring Landauer's Principle for Unitarily Transformed Thermal Reservoirs [11.040866888873209]
Landauer's principle appears to be violated when a thermal reservoir is replaced by a squeezed thermal state (STS)<n>We introduce a formal extension of the principle to such unitarily transformed thermal states.<n>It also provides a robust tool for analyzing quantum thermodynamics in non-equilibrium and relativistic settings.
arXiv Detail & Related papers (2026-02-04T13:43:08Z) - Positivity bounds from thermal field theory entropy [13.657304740460683]
We compute the finite-temperature entropy using thermal field theory techniques.<n>We show that the coefficient of the leading dimension-8 operator must be strictly positive.
arXiv Detail & Related papers (2025-09-08T12:46:54Z) - Thermodynamic Constraints on the Emergence of Intersubjectivity in Quantum Systems [41.94295877935867]
Ideal quantum measurement requires divergent thermodynamic resources.<n>This work bridges quantum thermodynamics and the emergence of classicality in the form of intersubjectivity.
arXiv Detail & Related papers (2025-07-28T11:39:10Z) - Many-Body Fluctuation Theorems for Quantum Coherence and Correlation Dynamics [11.651470433850731]
We extend quantum fluctuation theorems to quantum information dynamics and many-body systems.<n>By extending to quasiprobability, we derive quantum fluctuation theorems for many-body coherence and quantum correlations.<n>These findings uncover the statistical structure underlying the nonequilibrium quantum information dynamics.
arXiv Detail & Related papers (2025-07-02T11:10:42Z) - Unification of observational entropy with maximum entropy principles [2.9127054707887967]
We introduce a definition of coarse-grained entropy that unifies measurement-based (observational entropy) and max-entropy-based (Jaynes) approaches to coarse-graining.<n>We study the dynamics of this entropy in a quantum random matrix model and a classical hard sphere gas.
arXiv Detail & Related papers (2025-03-19T18:00:30Z) - Quantum thermodynamics as a gauge theory [0.0]
A gauge theory for quantum thermodynamics was introduced, defining gauge invariant work and heat.<n>We extend that theory in two significant ways, incorporating energy spectrum degeneracies, which were previously overlooked.<n>This results in a complete framework for quantum thermodynamics grounded in the principle of gauge invariance.
arXiv Detail & Related papers (2024-09-12T00:46:48Z) - Quantum thermodynamics of nonequilibrium processes in lattice gauge theories [0.0]
We show how to define thermodynamic quantities using strong-coupling thermodynamics.<n>Our definitions suit instantaneous quenches, simple nonequilibrium processes undertaken in quantum simulators.
arXiv Detail & Related papers (2024-04-03T18:00:03Z) - Gauge Quantum Thermodynamics of Time-local non-Markovian Evolutions [77.34726150561087]
We deal with a generic time-local non-Markovian master equation.
We define current and power to be process-dependent as in classical thermodynamics.
Applying the theory to quantum thermal engines, we show that gauge transformations can change the machine efficiency.
arXiv Detail & Related papers (2022-04-06T17:59:15Z) - Maximum entropy quantum state distributions [58.720142291102135]
We go beyond traditional thermodynamics and condition on the full distribution of the conserved quantities.
The result are quantum state distributions whose deviations from thermal states' get more pronounced in the limit of wide input distributions.
arXiv Detail & Related papers (2022-03-23T17:42:34Z) - Open-system approach to nonequilibrium quantum thermodynamics at
arbitrary coupling [77.34726150561087]
We develop a general theory describing the thermodynamical behavior of open quantum systems coupled to thermal baths.
Our approach is based on the exact time-local quantum master equation for the reduced open system states.
arXiv Detail & Related papers (2021-09-24T11:19:22Z) - The information-theoretic foundation of thermodynamic work extraction [0.0]
I show that if it is possible to extract work deterministically from a physical system prepared in any one of a set of states, then those states must be distinguishable from one another.
This result is formulated independently of scale and of particular dynamical laws.
It also provides a novel connection between thermodynamics and information theory, established via the law of conservation of energy.
arXiv Detail & Related papers (2020-09-09T21:58:03Z)
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.