2016
DOI: 10.1364/optica.3.000836
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Interdimensional optical isospectrality inspired by graph networks

Abstract: A network picture has been applied to various physical and biological systems to understand their governing mechanisms intuitively. Utilizing discretization schemes, both electrical and optical materials can also be interpreted as abstract 'graph' networks composed of couplings (edges) between local elements (vertices), which define the correlation between material structures and wave flows. Nonetheless, the fertile structural degrees of freedom in graph theory have not been fully exploited in physics owing to… Show more

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Cited by 26 publications
(15 citation statements)
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“…However, this difficulty can be overcome by first applying the Householder transformation to generate a tridiagonal matrix , which is isospectral to H ref. 23 and can be then used in conjunction with DSUSY to engineer the quality factors of the higher order modes in order to ensure single mode operation.…”
Section: Single Mode Operation In Uniform Square Laser Arraysmentioning
confidence: 99%
“…However, this difficulty can be overcome by first applying the Householder transformation to generate a tridiagonal matrix , which is isospectral to H ref. 23 and can be then used in conjunction with DSUSY to engineer the quality factors of the higher order modes in order to ensure single mode operation.…”
Section: Single Mode Operation In Uniform Square Laser Arraysmentioning
confidence: 99%
“…Notably, the utilization of an attention mechanism and the transformer architecture 58 would also be helpful to model the relationships between atomic information in disordered structures or wave localization, as similar to an attention score to model the influence each word has on another in natural language processing. In terms of interpreting tight-binding lattices as graph networks [59][60][61] , the change in lattice deformations through the ML method (from Fig. 4a, d to Fig.…”
Section: Discussionmentioning
confidence: 99%
“…The tight-binding model has been widely used to describe the synthetic dimension generated by utilizing different degrees of freedom of light, including the arrival time of pulses 61 , the orbital angular momentum [62][63][64][65] , the frequency [66][67][68][69][70][71][72][73][74][75][76][77][78] , and other degrees of freedom [79][80][81][82] . In these systems the tight-binding model shows excellent capability of predicting and explaining experimental measurements.…”
Section: Theoretical Approachesmentioning
confidence: 99%