{"id":230557,"date":"2026-02-05T01:08:03","date_gmt":"2026-02-05T07:08:03","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2026\/02\/supervised-and-unsupervised-quantum-machine-learning-models-for-the-phase-detection-of-the-annni-spin-model"},"modified":"2026-02-05T01:08:03","modified_gmt":"2026-02-05T07:08:03","slug":"supervised-and-unsupervised-quantum-machine-learning-models-for-the-phase-detection-of-the-annni-spin-model","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2026\/02\/supervised-and-unsupervised-quantum-machine-learning-models-for-the-phase-detection-of-the-annni-spin-model","title":{"rendered":"Supervised and unsupervised quantum machine learning models for the phase detection of the ANNNI spin model"},"content":{"rendered":"<p style=\"padding-right: 20px\"><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/supervised-and-unsupervised-quantum-machine-learning-models-for-the-phase-detection-of-the-annni-spin-model2.jpg\"><\/a><\/p>\n<p>Based on the paper Quantum phase detection generalization from marginal quantum neural network models, explore the phase diagram of the Axial Next-Nearest-Neighbor Ising (ANNNI) model using both supervised and unsupervised learning methods.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Based on the paper Quantum phase detection generalization from marginal quantum neural network models, explore the phase diagram of the Axial Next-Nearest-Neighbor Ising (ANNNI) model using both supervised and unsupervised learning methods.<\/p>\n","protected":false},"author":662,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1617,6],"tags":[],"class_list":["post-230557","post","type-post","status-publish","format-standard","hentry","category-quantum-physics","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/230557","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/662"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=230557"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/230557\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=230557"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=230557"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=230557"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}