Replica symmetry breaking in 1D Rayleigh scattering system: theory and validations
Yifei Qi, Longqun Ni, Zhenyu Ye, Jiaojiao Zhang, Xingyu Bao, Pan Wang,, Yunjiang Rao, Ernesto P. Raposo, Anderson S. L. Gomes, and Zinan Wang

TL;DR
This paper develops a theoretical model for Rayleigh scattering-based random fiber lasers, revealing analogies to spin glass phase transitions, and validates the model through experimental spectral observations of photonic phase transition characteristics.
Contribution
It introduces the first precise theoretical framework for photonic phase transition in RS-based RFL, linking it to spin glass theory and experimentally confirming mode-asymmetric features.
Findings
Theoretical prediction of mode-asymmetric photonic phase transition.
Experimental validation of spectral evolution during phase transition.
Identification of photon phase variation as analogous to temperature in spin glasses.
Abstract
Spin glass theory, as a paradigm for describing disordered magnetic systems, constitutes a prominent subject of study within statistical physics. Replica symmetry breaking (RSB), as one of the pivotal concepts for the understanding of spin glass theory, means that, under identical conditions disordered systems can yield distinct states with nontrivial correlations. Random fiber laser (RFL) based on Rayleigh scattering (RS) is a complex disordered system, owing to the disorder and stochasticity of RS. In this work, for the first time, we elaborate a precise theoretical model for studying the photonic phase transition via the platform of RS-based RFL, in which we clearly reveal that, apart from the pump power, the photon phase variation in RFL is also an analogy to the temperature term in spin glass phase transition, leading to a novel insight into the intrinsic mechanisms of photonic…
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Taxonomy
TopicsRandom lasers and scattering media · Visual perception and processing mechanisms · Neural Networks and Reservoir Computing
