aiqbench analysis
This research offers a generic theoretical model explaining the Mpemba effect in quantum spin-1/2 systems, identifying collective behavior and fast relaxation modes as the underlying mechanism rather than system-specific anomalies. By demonstrating that anisotropic relaxation can induce this counterintuitive faster cooling even without a shared environment, the study advances fundamental understanding of non-equilibrium dynamics in undriven quantum systems.
Mpemba as an Emergent Effect of System Relaxation
arXiv:2512.09324v2 Announce Type: replace Abstract: The Mpemba effect (MpE), where a far-from-equilibrium state of a system relaxes faster compared to a state closer to it, is a well-known counterintuitive phenomenon in classical and quantum systems. Various system-specific theories have been proposed to explain this anomalous behavior in driven systems, though the fundamental mechanism of MpE in undriven systems, where MpE was first observed, remains unresolved. This paper provides a generic model of MpE for a quantum spin-$1/2$ system following Markovian relaxation dynamics, regardless of system structure or environment. The key lies in the overlap of initial states with the fast relaxation mode; here, the constituents create a fast decay mode via interaction through the shared environment to show MpE, indicating that MpE happens due to the collective behavior of the system. I also show that a system with anisotropic relaxation naturally exhibits MpE, even without a shared environment among the particles.
Abstract:The Mpemba effect (MpE), where a far-from-equilibrium state of a system relaxes faster compared to a state closer to it, is a well-known counterintuitive phenomenon in classical and quantum systems. Various system-specific theories have been proposed to explain this anomalous behavior in driven systems, though the fundamental mechanism of MpE in undriven systems, where MpE was first observed, remains unresolved. This paper provides a generic model of MpE for a quantum spin-$1/2$ system following Markovian relaxation dynamics, regardless of system structure or environment. The key lies in the overlap of initial states with the fast relaxation mode; here, the constituents create a fast decay mode via interaction through the shared environment to show MpE, indicating that MpE happens due to the collective behavior of the system. I also show that a system with anisotropic relaxation naturally exhibits MpE, even without a shared environment among the particles.
arXiv:2512.09324 [quant-ph]
(or arXiv:2512.09324v2 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2512.09324 Focus to learn more arXiv-issued DOI via DataCite
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website.
Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them.
Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
Full text under the publisher's open licence · 235 words
Related coverage

Quantum Systems Mimic Heat Flow Between Hot and Cold Reservoirs
Quantum Zeitgeist · Jun 9, 2026
A Description of the Quantum Mpemba Effect using the Steepest-Entropy-Ascent Quantum Thermodynamics Framework
arXiv · Aug 26, 2026
Initial-Slip Dynamics Enables the Quantum Mpemba Effect
arXiv · Sep 16, 2026
Asymmetry dynamics and nonequilibrium symmetry-breaking phase transitions
arXiv · Jun 8, 2026