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Published July 2020 | Submitted + Supplemental Material
Journal Article Open

Realizing spin-Hamiltonians in nanoscale active photonic lattices

Abstract

Spin models arise in the microscopic description of magnetic materials and have been recently used to map certain classes of optimization problems involving large degrees of freedom. In this regard, various optical implementations of such Hamiltonians have been demonstrated to quickly converge to the global minimum in the energy landscape. Yet, so far, an integrated nanophotonic platform capable of emulating complex magnetic materials is still missing. Here, we show that the cooperative interplay among vectorial electromagnetic modes in coupled metallic nanolasers can be utilized to implement certain types of spin Hamiltonians. Depending on the topology/geometry of the arrays, these structures can be governed by a classical XY Hamiltonian that exhibits ferromagnetic and antiferromagnetic couplings, as well as geometrical frustration. Our results pave the way towards a scalable nanophotonic platform to study spin exchange interactions and could address a variety of optimization problems.

Additional Information

© 2020 The Author(s), under exclusive licence to Springer Nature Limited. Received 26 January 2019; Accepted 07 February 2020; Published 16 March 2020. We gratefully acknowledge the financial support from DARPA (D18AP00058, HR00111820042, HR00111820038), Army Research Office (ARO; W911NF-16-1-0013, W911NF-17-1-0481, W911NF-18-1-0285), National Science Foundation (ECCS 1454531, DMR 1420620, ECCS 1757025, CBET 1805200, ECCS 2000538, ECCS 2011171, 1846273), Office of Naval Research (N0001416-1-2640, N00014-18-1-2347, N00014-19-1-2052), Air Force Office of Scientific Research (FA9550-14-1-0037) and US–Israel Binational Science Foundation (BSF; 2016381). Data availability: The datasets used to generate Fig. 1 and Supplementary Figs. 5, 6 and 10 have been uploaded to FigShare39,40. The other datasets generated and/or analysed during the current study are available from the corresponding author on reasonable request. Code availability: The codes associated with this manuscript are available from the corresponding author on reasonable request. Author Contributions: M.P., D.N.C. and M.K. conceived the idea. M.P. performed the theoretical and analytical modellings. W.H. fabricated the samples and designed the experiments. W.H. and M.P. characterized the samples. M.P., D.N.C., A.M. and M.K. analysed the results. All authors contributed to writing the manuscript. M.K. supervised the project. The authors declare no competing interests.

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Submitted - 1912.12075.pdf

Supplemental Material - 41563_2020_635_MOESM1_ESM.pdf

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Additional details

Created:
August 22, 2023
Modified:
October 19, 2023