TL;DR
This paper introduces a computational approach combining process tensor matrix product operators with mean-field approximation to efficiently simulate many-body non-Markovian dynamics of organic polaritons, capturing static and dynamic properties.
Contribution
The authors develop a novel simulation method that handles strong light-matter coupling and environmental interactions in many-molecule systems, enabling detailed analysis of steady-states and spectra.
Findings
Determined polariton lasing thresholds under various conditions.
Analyzed quadratic fluctuations and calculated photoluminescence spectra.
Demonstrated efficient simulation of complex many-body open quantum systems.
Abstract
We show how to simulate a model of many molecules with both strong coupling to many vibrational modes and collective coupling to a single photon mode. We do this by combining process tensor matrix product operator methods with a mean-field approximation which reduces the dimension of the problem. We analyze the steady-state of the model under incoherent pumping to determine the dependence of the polariton lasing threshold on cavity detuning, light-matter coupling strength, and environmental temperature. Moreover, by measuring two-time correlations, we study quadratic fluctuations about the mean-field to calculate the photoluminescence spectrum. Our method enables one to simulate many-body systems with strong coupling to multiple environments, and to extract both static and dynamical properties.
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.
Code & Models
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
