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Mean-field and cumulant approaches to modelling organic polariton physics

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arxiv 2405.09812 v1 pith:FKV4WPCX submitted 2024-05-16 cond-mat.other quant-ph

classification cond-mat.otherquant-ph
keywords organicmany-bodymean-fieldmethodssystemscumulantdynamicsexpansions
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In this thesis we develop methods for many-body open quantum systems and apply them to systems of organic polaritons. The methods employ a mean-field approach to reduce the dimensionality of large-scale problems. Initially assuming the absence of correlations in the many-body state, this approach is built upon in two ways. First, we show how the mean-field approximation can be combined with matrix product operator methods to efficiently simulate the non-Markovian dynamics of a many-body system with strong coupling to multiple environments. We apply this method to calculate the threshold and photoluminescence for a realistic model of an organic laser. Second, we extend the mean-field description by systematically including higher-order correlations via cumulant expansions of the Heisenberg equations of motion. We investigate the validity and convergence properties of these expansions, both with respect to expansion order and system size, for many-body systems with many-to-one network structures. We then show how the cumulant expansions may be used to calculate spatially resolved dynamics of organic polaritons. This enables a study of organic polariton transport in which we observe reversible conversion to dark exciton states and sub-group-velocity propagation. The methods established in this work offer versatile tools for analysing large, many-body open quantum systems and investigating finite-size effects. Their application reveals the intricate dynamics of organic polaritons resulting from the interplay of strong light-matter coupling and vibrational effects.

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Cited by 2 Pith papers

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. Towards Accurate Mixed Quantum Classical Simulations of Vibrational Polaritonic Chemistry

    quant-ph 2025-02 conditional novelty 6.0 of 10

    For a single-molecule vibrational polaritonic model, quantum-cavity MASH reproduces HEOM reaction rates within roughly 50 percent error, outperforming Ehrenfest and classical-cavity variants.

  2. Image Segmentation with Large Language Models: A Survey with Perspectives for Intelligent Transportation Systems

    cs.CV 2025-06 reject novelty 3.0 of 10

    A survey that organizes vision-language segmentation methods for intelligent transportation, but its synthesis is undermined by fabricated references and unverifiable benchmarks.

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