<?xml version="1.0" encoding="UTF-8"?><rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dcq="http://purl.org/dc/terms/"><records count="1" morepages="false" start="1" end="1"><record rownumber="1"><dc:product_type>Journal Article</dc:product_type><dc:title>Non-equilibrium rate theory for polariton relaxation dynamics</dc:title><dc:creator>Lai, Yifan; Ying, Wenxiang; Huo, Pengfei</dc:creator><dc:corporate_author/><dc:editor/><dc:description>&lt;p&gt;We derive an analytic expression of the non-equilibrium Fermi’s golden rule (NE-FGR) expression for a Holstein–Tavis–Cumming Hamiltonian, a universal model for many molecules collectively coupled to the optical cavity. These NE-FGR expressions capture the full-time-dependent behavior of the rate constant for transitions from polariton states to dark states. The rate is shown to be reduced to the well-known frequency domain-based equilibrium Fermi’s golden rule (E-FGR) expression in the equilibrium and collective limit and is shown to retain the same scaling with the number of sites in non-equilibrium and non-collective cases. We use these NE-FGR to perform population dynamics with a time-non-local and time-local quantum master equation and obtain accurate population dynamics from the initially occupied upper or lower polariton states. Furthermore, NE-FGR significantly improves the accuracy of the population dynamics when starting from the lower polariton compared to the E-FGR theory, highlighting the importance of the non-Markovian behavior and the short-time transient behavior in the transition rate constant.&lt;/p&gt;</dc:description><dc:publisher>AIP</dc:publisher><dc:date>2024-09-14</dc:date><dc:nsf_par_id>10573380</dc:nsf_par_id><dc:journal_name>The Journal of Chemical Physics</dc:journal_name><dc:journal_volume>161</dc:journal_volume><dc:journal_issue>10</dc:journal_issue><dc:page_range_or_elocation/><dc:issn>0021-9606</dc:issn><dc:isbn/><dc:doi>https://doi.org/10.1063/5.0231396</dc:doi><dcq:identifierAwardId>2244683</dcq:identifierAwardId><dc:subject/><dc:version_number/><dc:location/><dc:rights/><dc:institution/><dc:sponsoring_org>National Science Foundation</dc:sponsoring_org></record></records></rdf:RDF>