[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-31591":3,"doc-seo-31591":26},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":4,"category_id":11,"category_name":12,"doc_title":13,"doc_description":14,"file_id":15,"file_url":16,"file_type":17,"file_size":18,"view_count":4,"is_deleted":4,"is_public":19,"is_downloadable":19,"audit_status":19,"page_count":11,"language":20,"language_code":21,"table_of_contents":22,"faqs":23,"seo_title":13,"seo_description":14,"update_tm":24,"read_time":25},31591,962075114765,"Quinn","https://ap-avatar.wpscdn.com/davatar_a8503ba1806abce46bf441b54a3ca4cd",8,"Research & Report","Quantum Machine Learning and Quantum Communication Networks: The 2030s and the Future","Machine learning and artificial intelligence are increasingly combined with quantum computing, giving rise to quantum machine learning (QML), a discipline able to tackle real-world problems by exploiting quantum principles. The paper reviews how quantum-friendly versions of classic methods such as SVM, PCA, and KNN evolve into QSVM, QPCA, and QKNN, and how QML builds on quantum data generated by artificial quantum systems. It also looks ahead to quantum networks and a quantum internet enabling quantum communication across Earth.","cbCailtikisyTLCU","https://ap.wps.com/l/cbCailtikisyTLCU","pdf",579107,1,"English","en","# Introduction\n## Machine learning and deep learning basics\n## Quantum computing fundamentals\n## Quantum machine learning directions\n## Quantum networks and quantum internet","[{\"question\":\"What problem does quantum machine learning aim to address by combining machine learning and quantum computing?\",\"answer\":\"QML applies quantum computing principles to enhance machine learning capability, targeting effective solutions for real-world problems using quantum states and quantum algorithms.\"},{\"question\":\"How do traditional machine learning algorithms change in quantum machine learning?\",\"answer\":\"Traditional techniques such as SVM, PCA, and KNN are reviewed in quantum forms, including QSVM, QPCA, and QKNN.\"},{\"question\":\"What is the future networking concept discussed in the paper?\",\"answer\":\"The paper discusses quantum networks and the quantum internet, aiming to fundamentally advance internet technology by enabling quantum communication between sites on Earth.\"}]",1779743035,20,{"code":4,"msg":27,"data":28},"ok",{"site_id":29,"language":21,"slug":30,"title":13,"keywords":31,"description":14,"schema_data":32,"social_meta":83,"head_meta":85,"extra_data":87,"updated_unix":24},105,"quantum-machine-learning-and-quantum-communication-networks-the-2030s-and-the-future","",{"@graph":33,"@context":82},[34,51,65],{"@type":35,"itemListElement":36},"BreadcrumbList",[37,41,45,48],{"item":38,"name":39,"@type":40,"position":19},"https://docshare.wps.com","Home","ListItem",{"item":42,"name":43,"@type":40,"position":44},"https://docshare.wps.com/document/","Document",2,{"item":46,"name":12,"@type":40,"position":47},"https://docshare.wps.com/document/research-report/",3,{"item":49,"name":13,"@type":40,"position":50},"https://docshare.wps.com/document/quantum-machine-learning-and-quantum-communication-networks-the-2030s-and-the-future/31591/",4,{"url":49,"name":13,"@type":52,"author":53,"headline":13,"publisher":55,"fileFormat":58,"description":14,"dateModified":59,"datePublished":59,"encodingFormat":58,"isAccessibleForFree":60,"interactionStatistic":61},"DigitalDocument",{"name":9,"@type":54},"Person",{"url":38,"name":56,"@type":57},"DocShare","Organization","application/pdf","2026-05-25",true,{"@type":62,"interactionType":63,"userInteractionCount":4},"InteractionCounter",{"@type":64},"ViewAction",{"@type":66,"mainEntity":67},"FAQPage",[68,74,78],{"name":69,"@type":70,"acceptedAnswer":71},"What problem does quantum machine learning aim to address by combining machine learning and quantum computing?","Question",{"text":72,"@type":73},"QML applies quantum computing principles to enhance machine learning capability, targeting effective solutions for real-world problems using quantum states and quantum algorithms.","Answer",{"name":75,"@type":70,"acceptedAnswer":76},"How do traditional machine learning algorithms change in quantum machine learning?",{"text":77,"@type":73},"Traditional techniques such as SVM, PCA, and KNN are reviewed in quantum forms, including QSVM, QPCA, and QKNN.",{"name":79,"@type":70,"acceptedAnswer":80},"What is the future networking concept discussed in the paper?",{"text":81,"@type":73},"The paper discusses quantum networks and the quantum internet, aiming to fundamentally advance internet technology by enabling quantum communication between sites on Earth.","https://schema.org",{"og:url":49,"og:type":84,"og:title":13,"og:site_name":56,"og:description":14},"article",{"robots":86,"canonical":49},"index,follow",{"doc_id":7,"site_id":29}]