{"title":"量子自旋玻璃中的晶格连通性和纠缠","authors":"Y. Ibrahim","doi":"10.56919/usci.1122.042","DOIUrl":null,"url":null,"abstract":"I have studied the role of lattice connectivity and coupling weights distribution on the entanglement of quantum spin-glasses. It's found in this work that the connectivity of the lattice weakly influence the degree of entanglement in the spin-glass compared to the distribution of the coupling constants between the spins. This suggest important implications for machine learning models such as Boltzmann machines and the study of complex quantum systems.","PeriodicalId":235595,"journal":{"name":"UMYU Scientifica","volume":"90 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Lattice connectivity and entanglement in quantum spin-glasses\",\"authors\":\"Y. Ibrahim\",\"doi\":\"10.56919/usci.1122.042\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"I have studied the role of lattice connectivity and coupling weights distribution on the entanglement of quantum spin-glasses. It's found in this work that the connectivity of the lattice weakly influence the degree of entanglement in the spin-glass compared to the distribution of the coupling constants between the spins. This suggest important implications for machine learning models such as Boltzmann machines and the study of complex quantum systems.\",\"PeriodicalId\":235595,\"journal\":{\"name\":\"UMYU Scientifica\",\"volume\":\"90 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-09-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"UMYU Scientifica\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.56919/usci.1122.042\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"UMYU Scientifica","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.56919/usci.1122.042","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Lattice connectivity and entanglement in quantum spin-glasses
I have studied the role of lattice connectivity and coupling weights distribution on the entanglement of quantum spin-glasses. It's found in this work that the connectivity of the lattice weakly influence the degree of entanglement in the spin-glass compared to the distribution of the coupling constants between the spins. This suggest important implications for machine learning models such as Boltzmann machines and the study of complex quantum systems.
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