Ising Hamiltonian for Coupled Fibre-Based Optical Parametric Oscillators
Marina Zajnulina

TL;DR
This paper derives an Ising Hamiltonian for coupled fibre-based optical parametric oscillators using the Lugiato-Lefever equation, aiming to model phase soliton dynamics in a physically justified manner.
Contribution
It introduces a novel derivation of an Ising Hamiltonian tailored for fibre-based OPOs, emphasizing physical relevance over mathematical rigor.
Findings
Hamiltonian captures phase soliton behavior
Framework applicable to experimental setups
Links optical dynamics to Ising model
Abstract
Here, I derive an Ising Hamiltonian for coupled fibre-based Optical Parametric Oscillators (OPOs). For this, I use the Lugiato-Lefever equation. The derivation of the Hamiltonian does not pretend to be mathematically correct, although it works under the assumption of plane waves propagating through the OPOs. Its objective is rather to be as close as possible to the Hamilton formalism than to be mathematically rigorous. The approach is based on the assumptions that are justified from the physical point of view and are implemented experimentally. The resulting Ising Hamiltonian contains all necessary terms that are connected to the appearance and evolution of phase solitons.
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Taxonomy
TopicsOptical Network Technologies · Neural Networks and Reservoir Computing · Advanced Fiber Laser Technologies
