Quantized Vortices Mediated Annealing

Airat Kamaletdinov; Natalia G. Berloff

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arXiv · 2109.05867

Quantized Vortices Mediated Annealing

Airat Kamaletdinov·Natalia G. Berloff

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Abstract

The complex matter-field lattice model is a ubiquitous and universal physics model that directly links to many universal spin models. However, finding the ground state of such a model for the most general interactions between the lattice sites is an NP-hard problem. The knowledge of the ground state is crucially essential for the range of applications from quantum annealing to predicting new materials and understanding the behaviour of spin glasses. Here we show how letting the quantised quasi-3D vortex loops pass through the system during the dissipative quench dynamics helps it find its ground state. Such quantized vortices mediated annealing (QVMA) is achieved by introducing and dynamically changing selected couplings between the lattice sites that either affect the local dimensionality of the medium or change the local mobility of the defects. Analysing the performance of QVMA on strongly glassy systems, we demonstrate that QVMA represents a highly efficient mode of physics enhanced computation.

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cond-mat.dis-nn cond-mat.other cond-mat.quant-gas cond-mat.soft

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Airat Kamaletdinov, Natalia G. Berloff. 2021-09-13. Quantized Vortices Mediated Annealing. https://arxiv.org/abs/2109.05867

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