Classifying deviation from standard quantum behavior using Kullback Leibler divergence
Salman Sajad Wani, Saif Al-Kuwari, Xiaoping Shi, Yiting Chen, Abrar Ahmed Naqash, Seemin Rubab, Mir Faizal, S. Kannan

TL;DR
This paper introduces a statistical approach using Kullback-Leibler divergence to identify which quantum systems are most effective for detecting small deviations from standard quantum mechanics, aiding in testing various models.
Contribution
It proposes a new method to classify systems based on their divergence from quantum behavior, applicable to a broad range of theoretical modifications.
Findings
Higher Kullback-Leibler divergence indicates better sensitivity to deviations
Explicit demonstration for a nonlocal Schrödinger equation
Applicable to various quantum deviation models
Abstract
In this letter, we propose a novel statistical method to measure which system is better suited to probe small deviations from the usual quantum behavior. Such deviations are motivated by a number of theoretical and phenomenological motivations, and various systems have been proposed to test them. We propose that measuring deviations from quantum mechanics for a system would be easier if it has a higher Kullback Leibler divergence. We show this explicitly for a nonlocal Schrodinger equation and argue that it will hold for any modification to standard quantum behaviour. Thus, the results of this letter can be used to classify a wide range of theoretical and phenomenological models.
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Taxonomy
TopicsQuantum Mechanics and Applications · Statistical Mechanics and Entropy · Quantum Information and Cryptography
