Finite-Dimensional Quantum Systems under the Fourth Law of Thermodynamics
Rohit Kishan Ray

TL;DR
This paper introduces an analytical approximation method for solving the Steepest Entropy Ascent (SEA) equation in quantum systems, demonstrating its effectiveness and exploring implications for nonlinearity and no-signaling.
Contribution
It develops the Fixed Lagrange Multiplier (FLM) method to approximate SEA dynamics in quantum systems and extends SEA analysis to composite systems with new parametrizations.
Findings
FLM solutions agree well with numerical simulations
SEA respects no-signaling even in nonlinear regimes
Framework for analyzing decoherence in quantum systems
Abstract
The Steepest Entropy Ascent (SEA) ansatz, recently recognized as the fourth law of thermodynamics, governs the irreversible evolution of a system from a non-equilibrium state toward a unique maximum-entropy equilibrium. SEA builds upon the second law to unify mechanics and thermodynamics. Due to its nonlinear nature, exact solutions to the SEA equation of motion are scarce. To address this, the Fixed Lagrange Multiplier (FLM) method is developed as an approximate analytical tool, applicable to both two-level and higher-dimensional quantum systems. Using quantum walks, a universal computation model, the study applies FLM to analyze and solve the SEA dynamics for single-component level systems. The approximate FLM solutions show strong agreement with full numerical simulations, particularly in regions of maximum entropy production consistent with SEA predictions. To extend SEA…
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.
Taxonomy
TopicsAdvanced Thermodynamics and Statistical Mechanics · Quantum Mechanics and Applications · Cold Atom Physics and Bose-Einstein Condensates
