

{"id":9465,"date":"2026-10-19T20:04:37","date_gmt":"2026-10-19T11:04:37","guid":{"rendered":"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/?p=9465"},"modified":"2026-10-19T20:29:45","modified_gmt":"2026-10-19T11:29:45","slug":"%e5%8f%a4%e5%85%b8%e3%82%b7%e3%83%a3%e3%83%89%e3%82%a6%e6%b3%95%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%a8%e3%83%a9","status":"publish","type":"post","link":"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2026\/10\/19\/%e5%8f%a4%e5%85%b8%e3%82%b7%e3%83%a3%e3%83%89%e3%82%a6%e6%b3%95%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%a8%e3%83%a9\/","title":{"rendered":"\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u6cd5\u3092\u7528\u3044\u305f\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u306e\u30a8\u30e9\u30fc\u6291\u5236"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_89 counter-hierarchy ez-toc-counter ez-toc-white ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title ez-toc-toggle\" style=\"cursor:pointer\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" 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href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2026\/10\/19\/%e5%8f%a4%e5%85%b8%e3%82%b7%e3%83%a3%e3%83%89%e3%82%a6%e6%b3%95%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%a8%e3%83%a9\/#%E6%A6%82%E8%A6%81\" >\u6982\u8981<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2026\/10\/19\/%e5%8f%a4%e5%85%b8%e3%82%b7%e3%83%a3%e3%83%89%e3%82%a6%e6%b3%95%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%a8%e3%83%a9\/#%E8%83%8C%E6%99%AF\" >\u80cc\u666f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2026\/10\/19\/%e5%8f%a4%e5%85%b8%e3%82%b7%e3%83%a3%e3%83%89%e3%82%a6%e6%b3%95%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%a8%e3%83%a9\/#%E9%87%8F%E5%AD%90%E3%82%A2%E3%83%8B%E3%83%BC%E3%83%AA%E3%83%B3%E3%82%B0%E3%81%AE%E5%8E%9F%E7%90%86\" >\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u306e\u539f\u7406<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2026\/10\/19\/%e5%8f%a4%e5%85%b8%e3%82%b7%e3%83%a3%e3%83%89%e3%82%a6%e6%b3%95%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%a8%e3%83%a9\/#%E3%82%A2%E3%83%8B%E3%83%BC%E3%83%AA%E3%83%B3%E3%82%B0%E3%83%9E%E3%82%B7%E3%83%B3%E3%81%A7%E3%81%AE%E3%83%8E%E3%82%A4%E3%82%BA\" 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class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2026\/10\/19\/%e5%8f%a4%e5%85%b8%e3%82%b7%e3%83%a3%e3%83%89%e3%82%a6%e6%b3%95%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%a8%e3%83%a9\/#%E4%BB%AE%E6%83%B3%E8%92%B8%E7%95%99%E6%B3%95%EF%BC%88FVP%EF%BC%89\" >\u4eee\u60f3\u84b8\u7559\u6cd5\uff08FVP\uff09<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2026\/10\/19\/%e5%8f%a4%e5%85%b8%e3%82%b7%e3%83%a3%e3%83%89%e3%82%a6%e6%b3%95%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%a8%e3%83%a9\/#%E7%B4%94%E7%B2%8B%E5%8C%96%E7%8A%B6%E6%85%8B%E3%81%AE%E6%9C%9F%E5%BE%85%E5%80%A4%E3%82%92%E3%81%A9%E3%81%86%E8%A8%88%E7%AE%97%E3%81%99%E3%82%8B%E3%81%8B\" 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href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2026\/10\/19\/%e5%8f%a4%e5%85%b8%e3%82%b7%e3%83%a3%e3%83%89%e3%82%a6%e6%b3%95%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%a8%e3%83%a9\/#%E6%8F%90%E6%A1%88%E6%89%8B%E6%B3%95%EF%BC%9A%E5%8F%A4%E5%85%B8%E3%82%B7%E3%83%A3%E3%83%89%E3%82%A6%E6%B3%95\" >\u63d0\u6848\u624b\u6cd5\uff1a\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u6cd5<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2026\/10\/19\/%e5%8f%a4%e5%85%b8%e3%82%b7%e3%83%a3%e3%83%89%e3%82%a6%e6%b3%95%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%a8%e3%83%a9\/#Z%E6%B8%AC%E5%AE%9A%E3%81%8B%E3%82%89X_Y_%E6%B8%AC%E5%AE%9A%E3%82%92%E5%AE%9F%E7%8F%BE%E3%81%99%E3%82%8B%E6%96%B9%E6%B3%95\" >$Z$\u6e2c\u5b9a\u304b\u3089$X, Y$ 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href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2026\/10\/19\/%e5%8f%a4%e5%85%b8%e3%82%b7%e3%83%a3%e3%83%89%e3%82%a6%e6%b3%95%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%a8%e3%83%a9\/#N%E9%87%8F%E5%AD%90%E3%83%93%E3%83%83%E3%83%88%E7%B3%BB%E3%81%A7%E3%81%AE%E6%9C%9F%E5%BE%85%E5%80%A4_mathrmTrO_rho_%E3%81%AE%E6%8E%A8%E5%AE%9A\" >N\u91cf\u5b50\u30d3\u30c3\u30c8\u7cfb\u3067\u306e\u671f\u5f85\u5024 $\\mathrm{Tr}[O \\rho]$ \u306e\u63a8\u5b9a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2026\/10\/19\/%e5%8f%a4%e5%85%b8%e3%82%b7%e3%83%a3%e3%83%89%e3%82%a6%e6%b3%95%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%a8%e3%83%a9\/#N%E9%87%8F%E5%AD%90%E3%83%93%E3%83%83%E3%83%88%E7%B3%BB%E3%81%A7%E3%81%AE%E6%9C%9F%E5%BE%85%E5%80%A4_mathrmTrOrho_otimes_rho_%E3%81%AE%E6%8E%A8%E5%AE%9A\" >N\u91cf\u5b50\u30d3\u30c3\u30c8\u7cfb\u3067\u306e\u671f\u5f85\u5024 $\\mathrm{Tr}[O(\\rho \\otimes \\rho)]$ \u306e\u63a8\u5b9a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2026\/10\/19\/%e5%8f%a4%e5%85%b8%e3%82%b7%e3%83%a3%e3%83%89%e3%82%a6%e6%b3%95%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%a8%e3%83%a9\/#%EF%BC%88%E5%8F%82%E8%80%83%EF%BC%89%E5%B1%80%E6%89%80%E4%BB%AE%E6%83%B3%E8%92%B8%E7%95%99%E6%B3%95%EF%BC%88LVP%EF%BC%89\" >\uff08\u53c2\u8003\uff09\u5c40\u6240\u4eee\u60f3\u84b8\u7559\u6cd5\uff08LVP\uff09<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2026\/10\/19\/%e5%8f%a4%e5%85%b8%e3%82%b7%e3%83%a3%e3%83%89%e3%82%a6%e6%b3%95%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%a8%e3%83%a9\/#%E6%95%B0%E5%80%A4%E5%AE%9F%E9%A8%93\" >\u6570\u5024\u5b9f\u9a13<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2026\/10\/19\/%e5%8f%a4%e5%85%b8%e3%82%b7%e3%83%a3%e3%83%89%e3%82%a6%e6%b3%95%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%a8%e3%83%a9\/#%E6%95%B0%E5%80%A4%E5%AE%9F%E9%A8%93%E3%81%AE%E8%A8%AD%E5%AE%9A\" >\u6570\u5024\u5b9f\u9a13\u306e\u8a2d\u5b9a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2026\/10\/19\/%e5%8f%a4%e5%85%b8%e3%82%b7%e3%83%a3%e3%83%89%e3%82%a6%e6%b3%95%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%a8%e3%83%a9\/#%E6%99%82%E9%96%93%E7%99%BA%E5%B1%95\" >\u6642\u9593\u767a\u5c55<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2026\/10\/19\/%e5%8f%a4%e5%85%b8%e3%82%b7%e3%83%a3%e3%83%89%e3%82%a6%e6%b3%95%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%a8%e3%83%a9\/#%E7%B5%90%E6%9E%9C\" >\u7d50\u679c<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2026\/10\/19\/%e5%8f%a4%e5%85%b8%e3%82%b7%e3%83%a3%e3%83%89%e3%82%a6%e6%b3%95%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%a8%e3%83%a9\/#%E3%81%BE%E3%81%A8%E3%82%81\" >\u307e\u3068\u3081<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2026\/10\/19\/%e5%8f%a4%e5%85%b8%e3%82%b7%e3%83%a3%e3%83%89%e3%82%a6%e6%b3%95%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%a8%e3%83%a9\/#%E5%8F%82%E8%80%83%E6%96%87%E7%8C%AE\" >\u53c2\u8003\u6587\u732e<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2026\/10\/19\/%e5%8f%a4%e5%85%b8%e3%82%b7%e3%83%a3%e3%83%89%e3%82%a6%e6%b3%95%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%a8%e3%83%a9\/#%E3%81%82%E3%81%A8%E3%81%8C%E3%81%8D\" >\u3042\u3068\u304c\u304d<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%96%87%E7%8C%AE%E6%83%85%E5%A0%B1\"><\/span>\u6587\u732e\u60c5\u5831<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30bf\u30a4\u30c8\u30eb\uff1aHardware-efficient quantum annealing with error mitigation via classical shadow<\/li>\n\n\n\n<li>\u8457\u8005\uff1aTakaharu Yoshida, Yuta Shingu, Chihaya Shimada, Tetsuro Nikuni, Hideaki Hakoshima, Yuichiro Matsuzaki<\/li>\n\n\n\n<li>\u66f8\u8a8c\u60c5\u5831(DOI)\uff1a<a href=\"https:\/\/doi.org\/10.1103\/stb4-wms8\">&nbsp;https:\/\/doi.org\/10.1103\/stb4-wms8<\/a><\/li>\n\n\n\n<li>\u51fa\u7248\u5e74\uff1a2026\u5e746\u670810\u65e5<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%A6%82%E8%A6%81\"><\/span>\u6982\u8981<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u306f\u3001\u554f\u984c\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u306e\u57fa\u5e95\u72b6\u614b\u3092\u6c42\u3081\u308b\u624b\u6cd5\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u5b9f\u969b\u306e\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u3067\u306f\u3001\u74b0\u5883\u3068\u306e\u76f8\u4e92\u4f5c\u7528\u306b\u3088\u308b\u30ce\u30a4\u30ba\u3084\u3001\u6709\u9650\u6642\u9593\u306e\u6642\u9593\u767a\u5c55\u306b\u4f34\u3046\u975e\u65ad\u71b1\u9077\u79fb\u304c\u751f\u3058\u308b\u305f\u3081\u3001\u5fc5\u305a\u3057\u3082\u57fa\u5e95\u72b6\u614b\u304c\u5f97\u3089\u308c\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002\u305d\u306e\u7d50\u679c\u3001\u554f\u984c\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u306e\u30a8\u30cd\u30eb\u30ae\u30fc\u671f\u5f85\u5024\u304c\u57fa\u5e95\u30a8\u30cd\u30eb\u30ae\u30fc\u304b\u3089\u305a\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u3053\u306e\u305a\u308c\u3092\u30d0\u30a4\u30a2\u30b9\u3068\u547c\u3073\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30d0\u30a4\u30a2\u30b9\u3092\u5c0f\u3055\u304f\u3059\u308b\u65b9\u6cd5\u306e1\u3064\u304c\u3001\u91cf\u5b50\u30a8\u30e9\u30fc\u6291\u5236\u6cd5\u306e\u4e00\u7a2e\u3067\u3042\u308b<strong>\u4eee\u60f3\u84b8\u7559\u6cd5<\/strong>\u3067\u3059\u3002\u4eee\u60f3\u84b8\u7559\u6cd5\u3067\u306f\u3001\u30ce\u30a4\u30ba\u3092\u542b\u3080\u72b6\u614b\u306e\u671f\u5f85\u5024\u306e\u4ee3\u308f\u308a\u306b\u3001\u305d\u306e\u72b6\u614b\u306e\u5bc6\u5ea6\u884c\u5217\u3092\u7d2f\u4e57\u3057\u3066\u898f\u683c\u5316\u3057\u305f\u72b6\u614b(\u7d14\u7c8b\u5316\u72b6\u614b)\u306b\u5bfe\u3059\u308b\u671f\u5f85\u5024\u3092\u6c42\u3081\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u7d14\u7c8b\u5316\u72b6\u614b\u306e\u671f\u5f85\u5024\u8a08\u7b97\u306b\u5fc5\u8981\u306a\u91cf\u3092\u6c42\u3081\u308b\u5f93\u6765\u624b\u6cd5\uff08\u30a2\u30c0\u30de\u30fc\u30eb\u30c6\u30b9\u30c8\uff09\u306f\u3001\u8907\u6570\u306e\u91cf\u5b50\u30d3\u30c3\u30c8\u306b\u307e\u305f\u304c\u308b\u30b2\u30fc\u30c8\u64cd\u4f5c\u3092\u5fc5\u8981\u3068\u3059\u308b\u305f\u3081\u3001\u30b2\u30fc\u30c8\u578b\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u5411\u3051\u306e\u624b\u6cd5\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u30b2\u30fc\u30c8\u64cd\u4f5c\u304c\u3067\u304d\u306a\u3044\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u3067\u306f\u5b9f\u88c5\u304c\u56f0\u96e3\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3053\u3067\u3001\u3053\u306e\u8ad6\u6587\u3067\u306f\u3001\u30a2\u30c0\u30de\u30fc\u30eb\u30c6\u30b9\u30c8\u306e\u4ee3\u308f\u308a\u306b<strong>\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u6cd5<\/strong>\u3092\u7528\u3044\u308b\u3053\u3068\u3092\u63d0\u6848\u3057\u307e\u3057\u305f\u3002\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u6cd5\u306f\u3001\u5404\u91cf\u5b50\u30d3\u30c3\u30c8\u3078\u306e\u30e9\u30f3\u30c0\u30e0\u306a $X, Y, Z$ \u6e2c\u5b9a\u3068\u53e4\u5178\u7684\u306a\u5f8c\u51e6\u7406\u306e\u307f\u3067\u671f\u5f85\u5024\u3092\u63a8\u5b9a\u3059\u308b\u624b\u6cd5\u3067\u3059\u3002\u3053\u306e\u624b\u6cd5\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u8907\u6570\u91cf\u5b50\u30d3\u30c3\u30c8\u306b\u307e\u305f\u304c\u308b\u5236\u5fa1\u30b2\u30fc\u30c8\u3092\u5fc5\u8981\u3068\u305b\u305a\u3001$Z$\u6e2c\u5b9a\u306b\u52a0\u3048\u3001$X, Y$ \u6e2c\u5b9a\u304c\u53ef\u80fd\u306a\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u3067\u306f\u3001\u4eee\u60f3\u84b8\u7559\u6cd5\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u8a18\u4e8b\u3067\u306f\u3001\u3053\u306e\u8ad6\u6587\u306e\u5185\u5bb9\u3092\u89e3\u8aac\u3059\u308b\u3068\u3068\u3082\u306b\u3001\u8a18\u4e8b\u306e\u5f8c\u534a\u3067\u306f\u539f\u8ad6\u6587\u3067\u884c\u308f\u308c\u305f\u6570\u5024\u5b9f\u9a13\u306e\u7d50\u679c\u3092\u7d39\u4ecb\u3057\u3001\u4eee\u60f3\u84b8\u7559\u6cd5\u306e\u632f\u308b\u821e\u3044\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%83%8C%E6%99%AF\"><\/span>\u80cc\u666f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E9%87%8F%E5%AD%90%E3%82%A2%E3%83%8B%E3%83%BC%E3%83%AA%E3%83%B3%E3%82%B0%E3%81%AE%E5%8E%9F%E7%90%86\"><\/span>\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u306e\u539f\u7406<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u306f\u3001\u6b21\u306e\u6642\u9593\u4f9d\u5b58\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u3092\u6301\u3064\u7cfb\u3092\u6642\u9593\u767a\u5c55\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u554f\u984c\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3 $H_p$ \u306e\u57fa\u5e95\u72b6\u614b\u3092\u5f97\u308b\u65b9\u6cd5\u3067\u3059[1]\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$<br>\\tag{1}<br>H(t) = A(t) H_p + B(t) H_d, \\quad A(t) := \\frac{t}{T}, \\quad B(t) := 1 &#8211; \\frac{t}{T}<br>$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u3001$H_p$ \u306f\u57fa\u5e95\u72b6\u614b\u3092\u6c42\u3081\u305f\u3044<strong>\u554f\u984c\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3<\/strong>\uff08\u4f8b: QUBO\u306b\u5bfe\u5fdc\u3059\u308b\u30a4\u30b8\u30f3\u30b0\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\uff09\u3001$H_d$ \u306f\u91cf\u5b50\u63fa\u3089\u304e\u3092\u4e0e\u3048\u308b<strong>\u30c9\u30e9\u30a4\u30d0\u30fc\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3<\/strong>\uff08\u4f8b: \u6a2a\u78c1\u5834\uff09\u3067\u3059\u3002$T$ \u306f\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u6642\u9593\u3092\u8868\u3057\u3001\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u3067\u306f\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u306e\u57fa\u5e95\u72b6\u614b\u3092\u521d\u671f\u72b6\u614b\u3068\u3057\u3066\u6e96\u5099\u3057\u3001\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u6642\u9593\u307e\u3067\u72b6\u614b\u3092\u6642\u9593\u767a\u5c55\u3055\u305b\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u3088\u3046\u306a\u6642\u9593\u767a\u5c55\u306b\u3088\u3063\u3066\u57fa\u5e95\u72b6\u614b\u304c\u5f97\u3089\u308c\u308b\u3053\u3068\u306f\u3001\u65ad\u71b1\u5b9a\u7406\u306b\u3088\u3063\u3066\u8aac\u660e\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u65ad\u71b1\u5b9a\u7406\u306b\u3088\u308c\u3070\u3001\u7cfb\u304c\u74b0\u5883\u3068\u76f8\u4e92\u4f5c\u7528\u3057\u306a\u3044\u5b64\u7acb\u7cfb\u3067\u3042\u308a\u3001\u57fa\u5e95\u72b6\u614b\u3068\u52b1\u8d77\u72b6\u614b\u306e\u9593\u306b\u9069\u5207\u306a\u30a8\u30cd\u30eb\u30ae\u30fc\u30ae\u30e3\u30c3\u30d7\u304c\u5b58\u5728\u3059\u308b\u306a\u3069\u306e\u6761\u4ef6\u3092\u6e80\u305f\u3059\u5834\u5408\u3001\u5341\u5206\u3086\u3063\u304f\u308a\u3068\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u3092\u5909\u5316\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u91cf\u5b50\u72b6\u614b\u306f\u77ac\u9593\u7684\u306a\u57fa\u5e95\u72b6\u614b\u306b\u5f93\u3063\u3066\u5909\u5316\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3057\u305f\u304c\u3063\u3066\u3001\u7406\u60f3\u7684\u306a\u65ad\u71b1\u6975\u9650 \\(T\\to\\infty\\) \u3067\u306f\u3001\u521d\u671f\u72b6\u614b\u3068\u3057\u3066 \\(H_d\\) \u306e\u57fa\u5e95\u72b6\u614b\u3092\u6e96\u5099\u3059\u308b\u3068\u3001\u6700\u7d42\u7684\u306b \\(H_p\\) \u306e\u57fa\u5e95\u72b6\u614b\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u3068\u304d\u3001\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u5f8c\u306e\u72b6\u614b\u3092 \\(\\rho\\)\u3001\\(H_p\\) \u306e\u57fa\u5e95\u30a8\u30cd\u30eb\u30ae\u30fc\u3092 \\(E_g\\) \u3068\u3059\u308b\u3068\u3001$<br>\\operatorname{Tr}(H_p\\rho)=E_g$\u304c\u6210\u308a\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%A2%E3%83%8B%E3%83%BC%E3%83%AA%E3%83%B3%E3%82%B0%E3%83%9E%E3%82%B7%E3%83%B3%E3%81%A7%E3%81%AE%E3%83%8E%E3%82%A4%E3%82%BA\"><\/span>\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u3067\u306e\u30ce\u30a4\u30ba<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u3057\u304b\u3057\u3001\u5b9f\u969b\u306e\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\uff08\u4f8b: D-Wave\u304c\u63d0\u4f9b\u3057\u3066\u3044\u308b\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\uff09\u306f\u3001\u74b0\u5883\u3068\u306e\u76f8\u4e92\u4f5c\u7528\u3092\u5b8c\u5168\u306b\u907f\u3051\u308b\u3053\u3068\u306f\u96e3\u3057\u304f\u3001\u6642\u9593\u767a\u5c55\u3082\u6709\u9650\u6642\u9593\u3067\u884c\u308f\u308c\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u7406\u60f3\u7684\u306a\u65ad\u71b1\u6642\u9593\u767a\u5c55\u3068\u306f\u7570\u306a\u308b\u72b6\u614b\u304c\u5f97\u3089\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u306f\u3001\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u306b\u304a\u3051\u308b\u8aa4\u5dee\u306e\u539f\u56e0\u3068\u3057\u3066\u3001\u30a4\u30f3\u30b3\u30d2\u30fc\u30ec\u30f3\u30c8\u30ce\u30a4\u30ba\u3068\u975e\u65ad\u71b1\u9077\u79fb\u306e2\u3064\u3092\u8003\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">1\u3064\u76ee\u306f\u3001\u74b0\u5883\u3068\u306e\u76f8\u4e92\u4f5c\u7528\u306a\u3069\u306b\u3088\u3063\u3066\u751f\u3058\u308b\u30a4\u30f3\u30b3\u30d2\u30fc\u30ec\u30f3\u30c8\u30ce\u30a4\u30ba\u3067\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u30ce\u30a4\u30ba\u306b\u3088\u3063\u3066\u3001\u91cf\u5b50\u72b6\u614b\u306f\u4e00\u822c\u306b\u7d14\u7c8b\u72b6\u614b\u304b\u3089\u6df7\u5408\u72b6\u614b\u3078\u3068\u5909\u5316\u3057\u307e\u3059\u3002\u6df7\u5408\u72b6\u614b\u3068\u306f\u3001\u8907\u6570\u306e\u7d14\u7c8b\u72b6\u614b\u304c\u78ba\u7387\u7684\u306b\u6df7\u3056\u3063\u305f\u72b6\u614b\u3068\u3057\u3066\u8868\u3055\u308c\u308b\u91cf\u5b50\u72b6\u614b\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2\u3064\u76ee\u306f\u3001\u6709\u9650\u6642\u9593\u306e\u6642\u9593\u767a\u5c55\u306b\u4f34\u3046\u975e\u65ad\u71b1\u9077\u79fb\u3067\u3059\u3002\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u306e\u5909\u5316\u304c\u5341\u5206\u306b\u9045\u304f\u306a\u3044\u5834\u5408\u3001\u91cf\u5b50\u72b6\u614b\u306f\u77ac\u9593\u7684\u306a\u57fa\u5e95\u72b6\u614b\u306b\u5b8c\u5168\u306b\u306f\u8ffd\u5f93\u3067\u304d\u305a\u3001\u52b1\u8d77\u72b6\u614b\u3078\u306e\u9077\u79fb\u304c\u751f\u3058\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u3068\u306e\u76f8\u4e92\u4f5c\u7528\u3092\u8003\u3048\u306a\u3044\u5b64\u7acb\u7cfb\u3067\u306f\u3001\u6642\u9593\u767a\u5c55\u306f\u30e6\u30cb\u30bf\u30ea\u6f14\u7b97\u5b50\u306b\u3088\u3063\u3066\u8a18\u8ff0\u3055\u308c\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u975e\u65ad\u71b1\u9077\u79fb\u304c\u751f\u3058\u3066\u3082\u3001\u521d\u671f\u72b6\u614b\u304c\u7d14\u7c8b\u72b6\u614b\u3067\u3042\u308c\u3070\u3001\u6700\u7d42\u72b6\u614b\u3082\u7d14\u7c8b\u72b6\u614b\u306e\u307e\u307e\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a4\u30f3\u30b3\u30d2\u30fc\u30ec\u30f3\u30c8\u30ce\u30a4\u30ba\u306b\u3088\u3063\u3066\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u5f8c\u306e\u72b6\u614b\u306f\u4e00\u822c\u306b\u6df7\u5408\u72b6\u614b\u3068\u306a\u308b\u305f\u3081\u3001\u4ee5\u964d\u3067\u306f\u91cf\u5b50\u72b6\u614b\u3092\u5bc6\u5ea6\u884c\u5217 \\(\\rho\\) \u3067\u8868\u3059\u3053\u3068\u306b\u3057\u307e\u3059\u3002\u5bc6\u5ea6\u884c\u5217\u306f\u7d14\u7c8b\u72b6\u614b\u3068\u6df7\u5408\u72b6\u614b\u306e\u4e21\u65b9\u3092\u8868\u3059\u3053\u3068\u304c\u3067\u304d\u3001\u7d14\u7c8b\u72b6\u614b \\(|\\psi\\rangle\\) \u306b\u5bfe\u3057\u3066\u306f \\(\\rho=|\\psi\\rangle\\langle\\psi|\\) \u3068\u66f8\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u91cf\u5b50\u72b6\u614b \\(\\rho\\) \u306b\u5bfe\u3059\u308b\u7269\u7406\u91cf \\(O\\) \u306e\u671f\u5f85\u5024\u306f\u3001$<br>\\langle O\\rangle=\\operatorname{Tr}(O\\rho)$\u3067\u8868\u3055\u308c\u307e\u3059\u3002\u3053\u3053\u3067$\\text{Tr}$\u306f\u30c8\u30ec\u30fc\u30b9\u3068\u547c\u3070\u308c\u308b\u6f14\u7b97\u3067\u3001\u6f14\u7b97\u5b50\u306e\u56fa\u6709\u5024\u306e\u548c\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%95%8F%E9%A1%8C%E8%A8%AD%E5%AE%9A\"><\/span>\u554f\u984c\u8a2d\u5b9a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u964d\u3001\u554f\u984c\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u306f\u3001QUBO\u306b\u5bfe\u5fdc\u3059\u308b\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3(Z\u6f14\u7b97\u5b50\u306e\u307f\u3067\u69cb\u6210\u3055\u308c\u308b\u30a4\u30b8\u30f3\u30b0\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3)\u3060\u3068\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u5f8c\u306e\u72b6\u614b $\\rho$ \u306b\u5bfe\u3057\u3066\u3001\u554f\u984c\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3 $H_p$ \u306e\u671f\u5f85\u5024$\\text{Tr}(H_p  \\rho)$\u3092\u6c42\u3081\u308b\u3053\u3068\u3092\u8003\u3048\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u6e2c\u5b9a\u56de\u6570\u306f\u6709\u9650\u306a\u306e\u3067\u3001\u5b9f\u969b\u306b\u5f97\u3089\u308c\u308b\u306e\u306f\u671f\u5f85\u5024\u305d\u306e\u3082\u306e\u3067\u306f\u306a\u304f\u3001$M$ \u56de\u306e\u6e2c\u5b9a\u304b\u3089\u6c42\u3081\u305f\u5e73\u5747\u5024\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$<br>\\tag{2}<br>E^{(M)} = \\frac{1}{M} \\sum_{i=1}^{M}<br>\\left(<br>\\rho\\text{ \u306b\u5bfe\u3059\u308b }i\\text{ \u56de\u76ee\u306e }H_p\\text{ \u6e2c\u5b9a\u5024}<br>\\right)<br>$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u65b9\u3001\u6e2c\u5b9a\u56de\u6570$M$\u3092\u5897\u3084\u3059\u3068\u3001\u5927\u6570\u306e\u6cd5\u5247\u306b\u3088\u308a\u3001\u5e73\u5747\u5024E^{(M)}\u306f\u671f\u5f85\u5024$\\mathrm{Tr}[H_p \\rho]$\u306b\u53ce\u675f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$<br>\\tag{3}<br>\\mathrm{Tr}[H_p \\rho] = \\lim_{M \\to \\infty} E^{(M)}<br>$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u3092\u8e0f\u307e\u3048\u305f\u4e0a\u3067\u3001\\(M\\) \u56de\u306e\u6e2c\u5b9a\u304b\u3089\u5f97\u3089\u308c\u308b\u5e73\u5747\u5024 \\(E^{(M)}\\) \u304c\u3069\u306e\u3088\u3046\u306a\u5206\u5e03\u306b\u5f93\u3046\u304b\u8003\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"661\" src=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-22-at-17.16.19-1024x661.png\" alt=\"\" class=\"wp-image-9477\" srcset=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-22-at-17.16.19-1024x661.png 1024w, https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-22-at-17.16.19-300x194.png 300w, https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-22-at-17.16.19-768x496.png 768w, https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-22-at-17.16.19.png 1514w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>\u56f31\uff1a$M$\u56de\u6e2c\u5b9a\u3067\u5f97\u3089\u308c\u308b <math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><semantics><mrow><msub><mi>H<\/mi><mi>p<\/mi><\/msub><\/mrow><annotation encoding=\"application\/x-tex\">H_p<\/annotation><\/semantics><\/math>\u306e\u5e73\u5747\u5024\u306e\u5206\u5e03<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7406\u60f3\u7684\u306b\u306f \\(H_p\\) \u306e\u57fa\u5e95\u72b6\u614b\u304c\u5f97\u3089\u308c\u3066\u5e73\u5747\u5024\u306f\u57fa\u5e95\u30a8\u30cd\u30eb\u30ae\u30fc \\(E_g\\) \u306b\u4e00\u81f4\u3059\u308b\u306f\u305a\u3067\u3059\u304c\u3001\u30a4\u30f3\u30b3\u30d2\u30fc\u30ec\u30f3\u30c8\u30ce\u30a4\u30ba\u3068\u975e\u65ad\u71b1\u9077\u79fb\u306e\u305f\u3081\u3001\u5b9f\u6a5f\u3067\u306f\u5e73\u5747\u5024\u306e\u4e2d\u5fc3 \\(\\operatorname{Tr}[H_p\\rho]\\) \u304c\u57fa\u5e95\u30a8\u30cd\u30eb\u30ae\u30fc \\(E_g\\) \u304b\u3089\u305a\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u305a\u308c\u304c\u30d0\u30a4\u30a2\u30b9\u3067\u3059\u3002\u3053\u306e\u8ad6\u6587\u3067\u306f\u3001\u91cf\u5b50\u30a8\u30e9\u30fc\u6291\u5236\u306e\u4e00\u7a2e\u3067\u3042\u308b\u4eee\u60f3\u84b8\u7559\u6cd5\u3092\u7528\u3044\u3066\u3001\u7279\u306b\u30ce\u30a4\u30ba\u306b\u7531\u6765\u3059\u308b\u30d0\u30a4\u30a2\u30b9\u3092\u5c0f\u3055\u304f\u3059\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u91cf\u5b50\u30a8\u30e9\u30fc\u6291\u5236\u3068\u306f\u3001\u30ce\u30a4\u30ba\u306e\u5f71\u97ff\u3092\u53d7\u3051\u305f\u6e2c\u5b9a\u7d50\u679c\u306b\u53e4\u5178\u7684\u306a\u5f8c\u51e6\u7406\u306a\u3069\u3092\u65bd\u3059\u3053\u3068\u3067\u3001\u30ce\u30a4\u30ba\u304c\u306a\u3044\u5834\u5408\u306e\u671f\u5f85\u5024\u3092\u3088\u308a\u6b63\u78ba\u306b\u63a8\u5b9a\u3059\u308b\u65b9\u6cd5\u306e\u7dcf\u79f0\u3067\u3059\u3002\u91cf\u5b50\u30a8\u30e9\u30fc\u6291\u5236\u6cd5\u306b\u306f\u3001\u5916\u633f\u6cd5\u3084\u64ec\u78ba\u7387\u6cd5\u306a\u3069\u69d8\u3005\u306a\u65b9\u6cd5\u304c\u63d0\u6848\u3055\u308c\u3066\u3044\u307e\u3059\u3002(\u5404\u91cf\u5b50\u30a8\u30e9\u30fc\u6291\u5236\u6cd5\u306b\u3064\u3044\u3066\u306f\u3001\u7b2c69\u56de\u7269\u6027\u82e5\u624b\u590f\u306e\u5b66\u6821\u306e\u30c6\u30ad\u30b9\u30c8[2]\u304c\u8a73\u3057\u3044\u3067\u3059\u3002)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d9a\u3044\u3066\u3001\u5178\u578b\u7684\u306a\u91cf\u5b50\u30a8\u30e9\u30fc\u6291\u5236\u3092\u9069\u7528\u3057\u305f\u5834\u5408\u306e\u671f\u5f85\u5024\u306e\u5206\u5e03\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"640\" src=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-22-at-17.20.13-1024x640.png\" alt=\"\" class=\"wp-image-9481\" srcset=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-22-at-17.20.13-1024x640.png 1024w, https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-22-at-17.20.13-300x188.png 300w, https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-22-at-17.20.13-768x480.png 768w, https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-22-at-17.20.13.png 1142w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>\u56f32\uff1a\u91cf\u5b50\u30a8\u30e9\u30fc\u6291\u5236\u3092\u9069\u7528\u3057\u305f\u5834\u5408\u306e\u5e73\u5747\u5024\u306e\u5206\u5e03<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a8\u30e9\u30fc\u6291\u5236\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u30d0\u30a4\u30a2\u30b9\u3092\u5c0f\u3055\u304f\u3067\u304d\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u305d\u306e\u4ee3\u511f\u3068\u3057\u3066\u63a8\u5b9a\u5024\u306e\u5206\u6563\u304c\u5927\u304d\u304f\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u5206\u6563\u306e\u5897\u52a0\u306b\u5bfe\u3057\u3066\u306f\u3001\u6e2c\u5b9a\u56de\u6570\uff08\u30b7\u30e7\u30c3\u30c8\u6570\uff09\u3092\u5897\u3084\u3057\u3066\u7d71\u8a08\u8aa4\u5dee\u3092\u5c0f\u3055\u304f\u3059\u308b\u3053\u3068\u3067\u5bfe\u51e6\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%89%8B%E6%B3%95\"><\/span>\u624b\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BB%AE%E6%83%B3%E8%92%B8%E7%95%99%E6%B3%95%EF%BC%88FVP%EF%BC%89\"><\/span>\u4eee\u60f3\u84b8\u7559\u6cd5\uff08FVP\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4eee\u60f3\u84b8\u7559\u6cd5<\/strong>\uff08Full Virtual Purification, FVP\uff09\u306f\u3001$\\rho$ \u306b\u5bfe\u3059\u308b\u671f\u5f85\u5024\u306e\u4ee3\u308f\u308a\u306b\u3001<strong>\u7d14\u7c8b\u5316\u72b6\u614b<\/strong> $\\rho^n \/ \\mathrm{Tr}[\\rho^n]$ \u306b\u5bfe\u3059\u308b\u671f\u5f85\u5024\u3092\u6c42\u3081\u308b\u3053\u3068\u3067\u30a8\u30e9\u30fc\u6291\u5236\u3092\u884c\u3046\u624b\u6cd5\u3067\u3059[3, 4]\u3002\u3053\u3053\u3067 $n$ \u306f\u30b3\u30d4\u30fc\u6570\u3068\u547c\u3070\u308c\u308b\u6b63\u306e\u6574\u6570\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u306a\u305c\u3053\u308c\u3067\u30a8\u30e9\u30fc\u6291\u5236\u304c\u3067\u304d\u308b\u306e\u304b\u3092\u898b\u3066\u307f\u307e\u3059\u3002$\\rho$ \u304c\u6b63\u898f\u76f4\u4ea4\u3059\u308b\u56fa\u6709\u30d9\u30af\u30c8\u30eb\u306e\u96c6\u5408 $\\{|\\psi_k\\rangle\\}_{k=1}^{2^N}$ \u3092\u7528\u3044\u3066\u56fa\u6709\u5024\u5c55\u958b\u3067\u304d\u308b\u3068\u3057\u307e\u3059\uff08$N$ \u306f\u91cf\u5b50\u30d3\u30c3\u30c8\u6570\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$<br>\\tag{4}<br>\\rho = \\lambda_1 |\\psi_1\\rangle\\langle\\psi_1| + \\sum_{k=2}^{2^N} \\lambda_k |\\psi_k\\rangle\\langle\\psi_k|, \\quad \\lambda_1 &gt; \\lambda_2 \\geq \\lambda_3 \\geq \\cdots<br>$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u3068\u304d $\\rho^n$ \u3092\u8a08\u7b97\u3059\u308b\u3068\u3001\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$<br>\\tag{5}<br>\\rho^n = \\lambda_1^n \\left( |\\psi_1\\rangle\\langle\\psi_1| + \\sum_{k=2}^{2^N} \\left( \\frac{\\lambda_k}{\\lambda_1} \\right)^n |\\psi_k\\rangle\\langle\\psi_k| \\right)<br>$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$\\lambda_1$ \u304c\u6700\u5927\u56fa\u6709\u5024\u306a\u306e\u3067 $\\lambda_k \/ \\lambda_1 &lt; 1$ \u3067\u3042\u308a\u3001$n$ \u3092\u5927\u304d\u304f\u3059\u308b\u307b\u3069\u7b2c2\u9805\u4ee5\u964d\u306e\u4fc2\u6570\u304c\u5c0f\u3055\u304f\u306a\u308a\u3001$\\rho^n$ \u3092\u898f\u683c\u5316\u3057\u305f$\\rho^n \/ \\mathrm{Tr}[\\rho^n]$ \u306f\u6700\u5927\u56fa\u6709\u30d9\u30af\u30c8\u30eb$|\\psi_1\\rangle$\u306b\u5bfe\u5fdc\u3059\u308b\u7d14\u7c8b\u72b6\u614b $|\\psi_1\\rangle\\langle\\psi_1|$ \u306b\u8fd1\u3065\u304d\u307e\u3059\u3002\u3082\u3057\u6700\u5927\u56fa\u6709\u30d9\u30af\u30c8\u30eb\u304c\u7406\u60f3\u7684\u306a\u57fa\u5e95\u72b6\u614b\u3068\u307b\u307c\u4e00\u81f4\u3057\u3066\u3044\u308c\u3070\u3001\u3059\u306a\u308f\u3061 $|\\langle\\psi_1 | E_g \\rangle| \\approx 1$ \u3067\u3042\u308c\u3070\u3001\u7d14\u7c8b\u5316\u72b6\u614b$\\rho^n \/ \\mathrm{Tr}[\\rho^n]$ \u306b\u5bfe\u3059\u308b\u30a8\u30cd\u30eb\u30ae\u30fc\u671f\u5f85\u5024\u306f \u5143\u306e\u72b6\u614b$\\rho$ \u306b\u5bfe\u3059\u308b\u30a8\u30cd\u30eb\u30ae\u30fc\u671f\u5f85\u5024\u3088\u308a\u3082\u57fa\u5e95\u30a8\u30cd\u30eb\u30ae\u30fc\u306b\u8fd1\u3065\u304f\u3053\u3068\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u6ce8\u610f\u3057\u305f\u3044\u306e\u306f\u3001\u4eee\u60f3\u84b8\u7559\u6cd5\u304c\u6df7\u5408\u72b6\u614b\u3092\u7d14\u7c8b\u72b6\u614b\u306b\u8fd1\u3065\u3051\u308b\u3053\u3068\u3067\u30a8\u30e9\u30fc\u6291\u5236\u3092\u884c\u3046\u70b9\u3067\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u4eee\u60f3\u84b8\u7559\u6cd5\u306f\u30a4\u30f3\u30b3\u30d2\u30fc\u30ec\u30f3\u30c8\u30ce\u30a4\u30ba\u306b\u3088\u308b\u671f\u5f85\u5024\u306e\u305a\u308c\u3092\u6291\u5236\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u7d14\u7c8b\u72b6\u614b\u306e\u307e\u307e\u751f\u3058\u308b\u975e\u65ad\u71b1\u9077\u79fb\u306b\u3088\u308b\u305a\u308c\u306f\u6291\u5236\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a4\u30f3\u30b3\u30d2\u30fc\u30ec\u30f3\u30c8\u30ce\u30a4\u30ba\uff08\u7d14\u7c8b\u72b6\u614b \u2192 \u6df7\u5408\u72b6\u614b\uff09\uff1a\u4eee\u60f3\u84b8\u7559\u6cd5\u3067\u6291\u5236\u3067\u304d\u308b\u5834\u5408\u304c\u3042\u308b<\/li>\n\n\n\n<li>\u975e\u65ad\u71b1\u9077\u79fb\uff08\u5b64\u7acb\u7cfb\u3067\u306f\u7d14\u7c8b\u72b6\u614b\u306e\u307e\u307e\uff09\uff1a\u4eee\u60f3\u84b8\u7559\u6cd5\u3067\u6291\u5236\u4e0d\u53ef<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b64\u7acb\u7cfb\u3067\u306e\u975e\u65ad\u71b1\u9077\u79fb\u306f\u30e6\u30cb\u30bf\u30ea\u306a\u6642\u9593\u767a\u5c55\u306b\u3088\u3063\u3066\u751f\u3058\u3001\u7d14\u7c8b\u72b6\u614b\u3092\u6df7\u5408\u72b6\u614b\u306b\u306f\u3057\u306a\u3044\u305f\u3081\u3001\u4eee\u60f3\u84b8\u7559\u6cd5\u3067\u306f\u6291\u5236\u3067\u304d\u305a\u3001\u671f\u5f85\u5024\u306b\u8aa4\u5dee\u3068\u3057\u3066\u6b8b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%B4%94%E7%B2%8B%E5%8C%96%E7%8A%B6%E6%85%8B%E3%81%AE%E6%9C%9F%E5%BE%85%E5%80%A4%E3%82%92%E3%81%A9%E3%81%86%E8%A8%88%E7%AE%97%E3%81%99%E3%82%8B%E3%81%8B\"><\/span>\u7d14\u7c8b\u5316\u72b6\u614b\u306e\u671f\u5f85\u5024\u3092\u3069\u3046\u8a08\u7b97\u3059\u308b\u304b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u964d\u3067\u306f\u3001\u30b3\u30d4\u30fc\u6570 $n=2$ \u306e\u5834\u5408\u3092\u8003\u3048\u307e\u3059\u3002\u6c42\u3081\u305f\u3044\u306e\u306f\u6b21\u306e\u671f\u5f85\u5024\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$<br>\\tag{6}<br>\\mathrm{Tr}\\left[ H_p \\frac{\\rho^2}{\\mathrm{Tr}[\\rho^2]} \\right] = \\frac{\\mathrm{Tr}[H_p \\rho^2]}{\\mathrm{Tr}[\\rho^2]}<br>$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d14\u7c8b\u5316\u72b6\u614b $\\rho^2 \/ \\mathrm{Tr}[\\rho^2]$ \u3092\u76f4\u63a5\u6e96\u5099\u3059\u308b\u306e\u306f\u56f0\u96e3\u3067\u3059\u3002\u305d\u3053\u3067\u3001\u5206\u6bcd $\\mathrm{Tr}[\\rho^2]$ \u3068\u5206\u5b50 $\\mathrm{Tr}[H_p \\rho^2]$ \u3092\u5225\u3005\u306b\u63a8\u5b9a\u3059\u308b\u65b9\u91dd\u3092\u3068\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u30012\u3064\u306e\u91cf\u5b50\u72b6\u614b\u3092\u5165\u308c\u66ff\u3048\u308bSWAP\u6f14\u7b97\u5b50\u3092\u7528\u3044\u305f\u6b21\u306e\u6052\u7b49\u5f0f\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$<br>\\tag{7}<br>\\mathrm{Tr}[O \\rho^2] = \\mathrm{Tr}\\left[ (O \\otimes I)U_{\\mathrm{SWAP}}(\\rho \\otimes \\rho) \\right]<br>$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067 $U_{\\mathrm{SWAP}}$ \u306f2\u3064\u306e\u91cf\u5b50\u72b6\u614b\u3092\u5165\u308c\u66ff\u3048\u308b\u6f14\u7b97\u5b50\u3067\u3001$U_{\\mathrm{SWAP}} (|\\phi_1\\rangle \\otimes |\\phi_2\\rangle) := |\\phi_2\\rangle \\otimes |\\phi_1\\rangle$ \u3092\u6e80\u305f\u3057\u307e\u3059\u3002\u5206\u6bcd\u306f $O = I$\u3001\u5206\u5b50\u306f $O = H_p$ \u3068\u3059\u308c\u3070\u3088\u304f\u3001\u7d50\u5c40 $\\mathrm{Tr}[(O \\otimes I) U_{\\mathrm{SWAP}} (\\rho \\otimes \\rho)]$ \u3092\u3069\u3046\u63a8\u5b9a\u3059\u308b\u304b\u304c\u554f\u984c\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>(7)\u5f0f\u306e\u8a3c\u660e<\/strong><\/summary>\n<p class=\"wp-block-paragraph\">\u307e\u305a\u3001 $U_{\\mathrm{SWAP}}$ \u306e\u5b9a\u7fa9\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002$U_{\\mathrm{SWAP}}$ \u306f2\u3064\u306e\u91cf\u5b50\u72b6\u614b\u3092\u5165\u308c\u66ff\u3048\u308b\u6f14\u7b97\u5b50\u3067\u3001\u6b63\u898f\u76f4\u4ea4\u57fa\u5e95 ${|i\\rangle}$ \u3092\u7528\u3044\u308b\u3068<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$U_{\\mathrm{SWAP}} = \\sum_{i,j} |i\\rangle\\langle j| \\otimes |j\\rangle\\langle i|$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3068\u66f8\u3051\u307e\u3059\u3002\u5b9f\u969b\u3001\u3053\u308c\u3092 $|a\\rangle \\otimes |b\\rangle$ \u306b\u4f5c\u7528\u3055\u305b\u308b\u3068<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$U_{\\mathrm{SWAP}} (|a\\rangle \\otimes |b\\rangle) = \\sum_{i,j} \\langle j|a\\rangle \\langle i|b\\rangle \\, |i\\rangle \\otimes |j\\rangle = |b\\rangle \\otimes |a\\rangle$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3068\u306a\u308a\u3001\u78ba\u304b\u306b2\u3064\u306e\u91cf\u5b50\u72b6\u614b\u3092\u5165\u308c\u66ff\u3048\u308b\u6f14\u7b97\u5b50\u306b\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8868\u5f0f\u3092\u4f7f\u3063\u3066\u3001$(O \\otimes I) U_{\\mathrm{SWAP}} (\\rho \\otimes \\rho)$ \u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$(O \\otimes I) U_{\\mathrm{SWAP}} (\\rho \\otimes \\rho) = \\sum_{i,j} \\left( O|i\\rangle\\langle j| \\right) \\otimes \\left( |j\\rangle\\langle i| \\right) (\\rho \\otimes \\rho) = \\sum_{i,j} \\left( O|i\\rangle\\langle j|\\rho \\right) \\otimes \\left( |j\\rangle\\langle i|\\rho \\right)$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u4e21\u8fba\u306e\u30c8\u30ec\u30fc\u30b9\u3092\u53d6\u308a\u307e\u3059\u3002\u30c6\u30f3\u30bd\u30eb\u7a4d\u306e\u30c8\u30ec\u30fc\u30b9\u306f\u3001\u5404\u7cfb\u306e\u30c8\u30ec\u30fc\u30b9\u306e\u7a4d\u306b\u5206\u89e3\u3067\u304d\u308b\u3053\u3068\u3092\u4f7f\u3046\u3068\u3001<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$\\mathrm{Tr}\\left[ (O \\otimes I) U_{\\mathrm{SWAP}} (\\rho \\otimes \\rho) \\right] = \\sum_{i,j} \\mathrm{Tr}\\left[ O|i\\rangle\\langle j|\\rho \\right] \\cdot \\mathrm{Tr}\\left[ |j\\rangle\\langle i|\\rho \\right]$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u3001\u305d\u308c\u305e\u308c\u306e\u30c8\u30ec\u30fc\u30b9\u306f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$\\mathrm{Tr}\\left[ O|i\\rangle\\langle j|\\rho \\right] = \\langle j|\\rho O|i\\rangle, \\qquad \\mathrm{Tr}\\left[ |j\\rangle\\langle i|\\rho \\right] = \\langle i|\\rho|j\\rangle$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3068\u66f8\u3051\u308b\u306e\u3067\u3001<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$\\sum_{i,j} \\langle j|\\rho O|i\\rangle \\langle i|\\rho|j\\rangle = \\sum_j \\langle j| \\rho O \\left( \\sum_i |i\\rangle\\langle i| \\right) \\rho |j\\rangle$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u3001$\\sum_i |i\\rangle\\langle i| = I$\u3067\u3042\u308b\u3053\u3068\u3092\u4f7f\u3046\u3068\u3001<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$\\sum_j \\langle j| \\rho O \\rho |j\\rangle = \\mathrm{Tr}[\\rho O \\rho]$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3068\u306a\u308a\u307e\u3059\u3002\u6700\u5f8c\u306b\u3001\u30c8\u30ec\u30fc\u30b9\u306e\u5de1\u56de\u6027($\\mathrm{Tr}[ABC] = \\mathrm{Tr}[BCA]$)\u3092\u4f7f\u3046\u3068\u3001<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$\\mathrm{Tr}[\\rho O \\rho] = \\mathrm{Tr}[O \\rho^2]$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3068\u306a\u308a\u3001\u4ee5\u4e0a\u3088\u308a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$\\mathrm{Tr}[O \\rho^2] = \\mathrm{Tr}\\left[ (O \\otimes I)U_{\\mathrm{SWAP}}(\\rho \\otimes \\rho) \\right] $$<\/p>\n<\/details>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%BE%93%E6%9D%A5%E6%89%8B%E6%B3%95%EF%BC%9A%E3%82%A2%E3%83%80%E3%83%9E%E3%83%BC%E3%83%AB%E3%83%86%E3%82%B9%E3%83%88\"><\/span>\u5f93\u6765\u624b\u6cd5\uff1a\u30a2\u30c0\u30de\u30fc\u30eb\u30c6\u30b9\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f93\u6765\u624b\u6cd5\u3067\u306f\u3001\u3053\u306e\u91cf\u3092<strong>\u30a2\u30c0\u30de\u30fc\u30eb\u30c6\u30b9\u30c8<\/strong>\u3067\u6c42\u3081\u3066\u3044\u307e\u3057\u305f\u3002\u30a2\u30c0\u30de\u30fc\u30eb\u30c6\u30b9\u30c8\u306f\u3001\u88dc\u52a9\u91cf\u5b50\u30d3\u30c3\u30c8\u3092\u7528\u610f\u3057\u3001\u6ce8\u76ee\u7cfb\u306b\u5bfe\u3059\u308b\u5236\u5fa1\u30e6\u30cb\u30bf\u30ea\u30b2\u30fc\u30c8\u3092\u4f5c\u7528\u3055\u305b\u305f\u306e\u3061\u3001\u88dc\u52a9\u91cf\u5b50\u30d3\u30c3\u30c8\u3092 $Z$ \u6e2c\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u6ce8\u76ee\u7cfb\u306b\u5bfe\u3059\u308b\u30e6\u30cb\u30bf\u30ea\u6f14\u7b97\u306e\u671f\u5f85\u5024\u306e\u5b9f\u90e8\u3092\u6c42\u3081\u308b\u91cf\u5b50\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a2\u30c0\u30de\u30fc\u30eb\u30c6\u30b9\u30c8\u3092\u5b9f\u88c5\u3059\u308b\u91cf\u5b50\u56de\u8def\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"326\" src=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-22-at-17.40.39-1024x326.png\" alt=\"\" class=\"wp-image-9488\" srcset=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-22-at-17.40.39-1024x326.png 1024w, https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-22-at-17.40.39-300x96.png 300w, https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-22-at-17.40.39-768x245.png 768w, https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-22-at-17.40.39-1536x489.png 1536w, https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-22-at-17.40.39-2048x652.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>\u56f33\uff1a\u30a2\u30c0\u30de\u30fc\u30eb\u30c6\u30b9\u30c8\u306e\u91cf\u5b50\u56de\u8def<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">(\u753b\u50cf\u51fa\u5178\uff1aQuantum Native Dojo, 2-2. \u30a2\u30c0\u30de\u30fc\u30eb\u30c6\u30b9\u30c8,  <a href=\"https:\/\/dojo.qulacs.org\/ja\/latest\/notebooks\/2.2_Hadamard_test.html\">https:\/\/dojo.qulacs.org\/ja\/latest\/notebooks\/2.2_Hadamard_test.html<\/a>)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u521d\u306b\u3001\u88dc\u52a9\u7cfb\u306b\u30a2\u30c0\u30de\u30fc\u30eb\u30b2\u30fc\u30c8\u3092\u4f5c\u7528\u3055\u305b\u305f\u5f8c\u3001\u5236\u5fa1U\u30b2\u30fc\u30c8\u3092\u4f5c\u7528\u3055\u305b\u307e\u3059(U\u306f\u6ce8\u76ee\u7cfb\u306b\u5bfe\u3057\u3066\u671f\u5f85\u5024\u3092\u6c42\u3081\u305f\u3044\u30e6\u30cb\u30bf\u30ea\u6f14\u7b97\u5b50)\u3002\u305d\u306e\u5f8c\u3001\u3055\u3089\u306b\u30a2\u30c0\u30de\u30fc\u30eb\u30b2\u30fc\u30c8\u3092\u4f5c\u7528\u3055\u305b\u308b\u91cf\u5b50\u56de\u8def\u3067\u3059\u3002\u3053\u306e\u6642\u70b9\u3067\u306e(\u88dc\u52a9\u7cfb+\u6ce8\u76ee\u7cfb\u306e)\u72b6\u614b\u3092 $|\\psi_H\\rangle$ \u3068\u3057\u307e\u3059\u3002\u3053\u306e\u3068\u304d\u3001\u6b21\u306e\u7b49\u5f0f\u304c\u6210\u308a\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$\\langle \\psi_H | Z_0 | \\psi_H \\rangle = \\text{Re}\\langle \\psi | U | \\psi \\rangle \\tag{8}$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5de6\u8fba\u306f\u3001\u88dc\u52a9\u7cfb+\u6ce8\u76ee\u7cfb\u306e\u72b6\u614b $|\\psi_H\\rangle$ \u306b\u5bfe\u3059\u308b\u88dc\u52a9\u7cfb\u306e $Z$ \u671f\u5f85\u5024($Z_0$ \u671f\u5f85\u5024)\u3067\u3059\u3002\u4e00\u65b9\u3001\u53f3\u8fba\u306f\u3001\u6ce8\u76ee\u7cfb\u306e\u72b6\u614b $|\\psi\\rangle$ \u306b\u5bfe\u3059\u308b $U$ \u306e\u671f\u5f85\u5024\u306e\u5b9f\u90e8\u3067\u3059\u3002\u5f93\u3063\u3066\u3001\u4e0a\u8a18\u306e\u91cf\u5b50\u56de\u8def\u3092\u901a\u3057\u305f\u5f8c\u306b\u3001\u88dc\u52a9\u7cfb\u306e $Z$ \u6e2c\u5b9a\u3092\u7e70\u308a\u8fd4\u3057\u884c\u3063\u3066\u5f97\u305f\u6e2c\u5b9a\u5024\u304b\u3089\u5e73\u5747\u5024\u3092\u4f5c\u308b\u3068\u3001\u305d\u308c\u306f\u3001\u6ce8\u76ee\u7cfb\u306b\u5bfe\u3059\u308b $U$ \u306e\u671f\u5f85\u5024\u306e\u5b9f\u90e8\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a2\u30c0\u30de\u30fc\u30eb\u30c6\u30b9\u30c8\u306e\u91cf\u5b50\u56de\u8def\u3067\u5bc6\u5ea6\u6f14\u7b97\u5b50\u306e\u671f\u5f85\u5024 $\\mathrm{Tr}\\left[ (O \\otimes I) U_{\\mathrm{SWAP}} (\\rho \\otimes \\rho) \\right]$ \u3092\u6c42\u3081\u308b\u969b\u306f\u3001\u6ce8\u76ee\u7cfb\u306e\u521d\u671f\u72b6\u614b\u3092 \\(\\rho\\otimes\\rho\\) \u3068\u3057\u3001\\(U=(O\\otimes I)U_{\\mathrm{SWAP}}\\) \u3068\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001\\(O\\) \u306f\u30e6\u30cb\u30bf\u30ea\u6f14\u7b97\u5b50\u3067\u3042\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u5206\u6bcd\u306f \\(O=I\\) \u3068\u3059\u308c\u3070\u8a08\u7b97\u3067\u304d\u307e\u3059\u3002\u4e00\u65b9\u3001\u5206\u5b50\u306b\u3064\u3044\u3066\u306f\u3001\u4e00\u822c\u306b \\(H_p\\) \u304c\u30e6\u30cb\u30bf\u30ea\u3067\u306f\u306a\u3044\u305f\u3081\u3001\\(H_p\\) \u3092\u30d1\u30a6\u30ea\u6f14\u7b97\u5b50\u306e\u7dda\u5f62\u7d50\u5408\u306b\u5206\u89e3\u3057\u3001\u5404\u9805\u306b\u3064\u3044\u3066\u30a2\u30c0\u30de\u30fc\u30eb\u30c6\u30b9\u30c8\u3092\u884c\u3046\u3053\u3068\u3067\u8a08\u7b97\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>(8)\u5f0f\u306e\u8a3c\u660e<\/strong><\/summary>\n<p class=\"wp-block-paragraph\">\u307e\u305a\u3001\u91cf\u5b50\u56de\u8def\u306e\u5404\u30b9\u30c6\u30c3\u30d7\u3092\u8ffd\u3063\u3066 $|\\psi_H\\rangle$ \u3092\u5177\u4f53\u7684\u306b\u6c42\u3081\u307e\u3059\u3002\u88dc\u52a9\u7cfb\u306e\u521d\u671f\u72b6\u614b\u3092 $|0\\rangle$\u3001\u6ce8\u76ee\u7cfb\u306e\u521d\u671f\u72b6\u614b\u3092 $|\\psi\\rangle$ \u3068\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u30b9\u30c6\u30c3\u30d71:\u88dc\u52a9\u7cfb\u306b\u30a2\u30c0\u30de\u30fc\u30eb\u30b2\u30fc\u30c8\u3092\u4f5c\u7528<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$|0\\rangle|\\psi\\rangle \\;\\longrightarrow\\; \\frac{1}{\\sqrt{2}}\\left(|0\\rangle+|1\\rangle\\right)|\\psi\\rangle$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u30b9\u30c6\u30c3\u30d72:\u88dc\u52a9\u7cfb\u3092\u5236\u5fa1\u30d3\u30c3\u30c8\u3068\u3057\u305f\u5236\u5fa1$U$\u30b2\u30fc\u30c8\u3092\u4f5c\u7528<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u88dc\u52a9\u7cfb\u304c $|1\\rangle$ \u306e\u3068\u304d\u3060\u3051\u6ce8\u76ee\u7cfb\u306b $U$ \u304c\u4f5c\u7528\u3059\u308b\u306e\u3067\u3001<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$\\frac{1}{\\sqrt{2}}\\left(|0\\rangle+|1\\rangle\\right)|\\psi\\rangle \\;\\longrightarrow\\; \\frac{1}{\\sqrt{2}}\\left(|0\\rangle|\\psi\\rangle+|1\\rangle U|\\psi\\rangle\\right)$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u30b9\u30c6\u30c3\u30d73:\u88dc\u52a9\u7cfb\u306b\u518d\u3073\u30a2\u30c0\u30de\u30fc\u30eb\u30b2\u30fc\u30c8\u3092\u4f5c\u7528<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$H|0\\rangle=\\frac{1}{\\sqrt{2}}(|0\\rangle+|1\\rangle)$\u3001$H|1\\rangle=\\frac{1}{\\sqrt{2}}(|0\\rangle-|1\\rangle)$ \u3092\u4f7f\u3046\u3068\u3001<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$\\frac{1}{\\sqrt{2}}\\left(|0\\rangle|\\psi\\rangle+|1\\rangle U|\\psi\\rangle\\right) \\;\\longrightarrow\\; \\frac{1}{2}|0\\rangle\\left(|\\psi\\rangle+U|\\psi\\rangle\\right)+\\frac{1}{2}|1\\rangle\\left(|\\psi\\rangle-U|\\psi\\rangle\\right)$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u304c $|\\psi_H\\rangle$ \u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$|\\psi_H\\rangle = \\frac{1}{2}|0\\rangle\\left(|\\psi\\rangle+U|\\psi\\rangle\\right)+\\frac{1}{2}|1\\rangle\\left(|\\psi\\rangle-U|\\psi\\rangle\\right)$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>$Z_0$\u671f\u5f85\u5024\u306e\u8a08\u7b97<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$Z_0$ \u306f\u88dc\u52a9\u7cfb\u306b\u306e\u307f\u4f5c\u7528\u3059\u308b\u30d1\u30a6\u30ea$Z$\u6f14\u7b97\u5b50\u3067\u3001$Z|0\\rangle=|0\\rangle$\u3001$Z|1\\rangle=-|1\\rangle$ \u3067\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$Z_0|\\psi_H\\rangle = \\frac{1}{2}|0\\rangle\\left(|\\psi\\rangle+U|\\psi\\rangle\\right)-\\frac{1}{2}|1\\rangle\\left(|\\psi\\rangle-U|\\psi\\rangle\\right)$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3068 $\\langle \\psi_H|$ \u306e\u5185\u7a4d\u3092\u53d6\u308a\u307e\u3059\u3002\u88dc\u52a9\u7cfb\u306e $|0\\rangle,|1\\rangle$ \u306f\u76f4\u4ea4\u3059\u308b\u306e\u3067\u3001<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$\\langle \\psi_H | Z_0 | \\psi_H \\rangle = \\frac{1}{4}\\Big(\\langle\\psi|+\\langle\\psi|U^\\dagger\\Big)\\Big(|\\psi\\rangle+U|\\psi\\rangle\\Big) &#8211; \\frac{1}{4}\\Big(\\langle\\psi|-\\langle\\psi|U^\\dagger\\Big)\\Big(|\\psi\\rangle-U|\\psi\\rangle\\Big)$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53f3\u8fba\u306e\u5404\u9805\u3092\u5c55\u958b\u3059\u308b\u3068\u3001<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$\\frac{1}{4}\\Big(\\langle\\psi|\\psi\\rangle+\\langle\\psi|U|\\psi\\rangle+\\langle\\psi|U^\\dagger|\\psi\\rangle+\\langle\\psi|U^\\dagger U|\\psi\\rangle\\Big) &#8211; \\frac{1}{4}\\Big(\\langle\\psi|\\psi\\rangle-\\langle\\psi|U|\\psi\\rangle-\\langle\\psi|U^\\dagger|\\psi\\rangle+\\langle\\psi|U^\\dagger U|\\psi\\rangle\\Big)$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$\\langle\\psi|\\psi\\rangle$ \u306e\u9805\u3068 $\\langle\\psi|U^\\dagger U|\\psi\\rangle$ \u306e\u9805\u306f\u6253\u3061\u6d88\u3057\u5408\u3044\u3001\u6b8b\u308b\u306e\u306f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$\\langle \\psi_H | Z_0 | \\psi_H \\rangle = \\frac{1}{2}\\Big(\\langle\\psi|U|\\psi\\rangle+\\langle\\psi|U^\\dagger|\\psi\\rangle\\Big)$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u3001$\\langle\\psi|U^\\dagger|\\psi\\rangle<br>=\\langle\\psi|U|\\psi\\rangle^*$\u306a\u306e\u3067\u3001 $\\langle\\psi|U^\\dagger|\\psi\\rangle=\\langle\\psi|U|\\psi\\rangle$ \u3068\u306a\u308a\u3001<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$<br>\\begin{aligned}<br>\\langle\\psi_H|Z_0|\\psi_H\\rangle<br>&amp;=<br>\\frac{1}{2}<br>\\left(<br>\\langle\\psi|U|\\psi\\rangle<br>+<br>\\langle\\psi|U|\\psi\\rangle^*<br>\\right)\\\\<br>&amp;=<br>\\operatorname{Re}\\langle\\psi|U|\\psi\\rangle<br>\\end{aligned}<br>$$<\/p>\n<\/details>\n\n\n\n<p class=\"wp-block-paragraph\">\u3057\u304b\u3057\u3001\u3053\u306e\u65b9\u6cd5\u306b\u306f\u6b21\u306e\u8ab2\u984c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>1\u56de\u306e\u56de\u8def\u5b9f\u884c\u3067\u3001\u540c\u3058\u91cf\u5b50\u72b6\u614b\u30922\u3064\u540c\u6642\u306b\u6e96\u5099\u3059\u308b( $\\rho \\otimes \\rho$ )\u5fc5\u8981\u304c\u3042\u308b<\/li>\n\n\n\n<li>\u8907\u6570\u306e\u91cf\u5b50\u30d3\u30c3\u30c8\u306b\u307e\u305f\u304c\u308b\u30b2\u30fc\u30c8(\u8907\u5408\u91cf\u5b50\u30d3\u30c3\u30c8\u30b2\u30fc\u30c8)\u304c\u5fc5\u8981\u3067\u3042\u308b<\/li>\n\n\n\n<li>\u5206\u6bcd\u3068\u5206\u5b50\u3092\u5225\u3005\u306e\u56de\u8def\u3067\u63a8\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u7279\u306b\u8907\u5408\u91cf\u5b50\u30d3\u30c3\u30c8\u30b2\u30fc\u30c8\u306f\u3001\u305d\u306e\u3088\u3046\u306a\u30b2\u30fc\u30c8\u64cd\u4f5c\u3092\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u3067\u306f\u5b9f\u88c5\u304c\u96e3\u3057\u304f\u3001\u3053\u308c\u304c\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u3078\u306e\u4eee\u60f3\u84b8\u7559\u6cd5\u306e\u9069\u7528\u3092\u59a8\u3052\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%8F%90%E6%A1%88%E6%89%8B%E6%B3%95%EF%BC%9A%E5%8F%A4%E5%85%B8%E3%82%B7%E3%83%A3%E3%83%89%E3%82%A6%E6%B3%95\"><\/span>\u63d0\u6848\u624b\u6cd5\uff1a\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3053\u3067\u3053\u306e\u8ad6\u6587\u304c\u63d0\u6848\u3059\u308b\u306e\u304c\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u6cd5\u3092\u7528\u3044\u305f\u4eee\u60f3\u84b8\u7559\u6cd5\u306e\u5b9f\u88c5\u3067\u3059\u3002\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u6cd5\u306f\u3001\u5404\u91cf\u5b50\u30d3\u30c3\u30c8\u306b\u5bfe\u3057\u3066\u30e9\u30f3\u30c0\u30e0\u306b $X, Y, Z$ \u6e2c\u5b9a\u3092\u884c\u3044\u3001\u305d\u306e\u7d50\u679c\u3092\u53e4\u5178\u7684\u306b\u5f8c\u51e6\u7406\u3059\u308b\u3053\u3068\u3067\u671f\u5f85\u5024\u3092\u63a8\u5b9a\u3059\u308b\u624b\u6cd5\u3067\u3059[5]\u3002\u30a2\u30c0\u30de\u30fc\u30eb\u30c6\u30b9\u30c8\u3068\u6bd4\u3079\u3066\u3001\u6b21\u306e\u5229\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>1\u56de\u306e\u6e2c\u5b9a\u3067 $\\rho$ \u306e\u307f\u3092\u6e96\u5099\u3059\u308c\u3070\u3088\u3044($\\rho \\otimes \\rho$ \u306f\u4e0d\u8981\uff09<\/li>\n\n\n\n<li>$X, Y, Z$ \u6e2c\u5b9a\u3060\u3051\u3067\u3088\u304f\u3001\u8907\u5408\u91cf\u5b50\u30d3\u30c3\u30c8\u30b2\u30fc\u30c8\u304c\u4e0d\u8981\u3067\u3042\u308b<\/li>\n\n\n\n<li>\u5206\u6bcd\u3068\u5206\u5b50\u3092\u540c\u3058\u6e2c\u5b9a\u7d50\u679c\u304b\u3089\u305d\u308c\u305e\u308c\u63a8\u5b9a\u3067\u304d\u308b<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Z%E6%B8%AC%E5%AE%9A%E3%81%8B%E3%82%89X_Y_%E6%B8%AC%E5%AE%9A%E3%82%92%E5%AE%9F%E7%8F%BE%E3%81%99%E3%82%8B%E6%96%B9%E6%B3%95\"><\/span>$Z$\u6e2c\u5b9a\u304b\u3089$X, Y$ \u6e2c\u5b9a\u3092\u5b9f\u73fe\u3059\u308b\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305a\u3001$X, Y$ \u6e2c\u5b9a\u3092\u5b9f\u73fe\u3059\u308b\u65b9\u6cd5\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u6e2c\u5b9a\u76f4\u524d\u306b\u9069\u5207\u306a\u30e6\u30cb\u30bf\u30ea\u6f14\u7b97\u5b50 $U$ \u3092\u4f5c\u7528\u3055\u305b\u3066\u304b\u3089 $Z$ \u6e2c\u5b9a\u3092\u884c\u3048\u3070\u3001$X, Y$ \u6e2c\u5b9a\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u30d1\u30a6\u30ea\u6f14\u7b97\u5b50 $P \\in \\{X, Y, Z\\}$ \u306b\u5bfe\u3057\u3066 $P = U^\\dagger Z U$ \u304c\u6210\u308a\u7acb\u3064\u3088\u3046\u306b $U$ \u3092\u9078\u3073\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$<br>\\tag{9}<br>P = Z \\to U = I, \\quad P = X \\to U = H, \\quad P = Y \\to U = H S^\\dagger<br>$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u3068\u304d\u3001\u6b21\u304c\u6210\u308a\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$<br>\\tag{10}<br>\\mathrm{Tr}[P \\rho] = \\mathrm{Tr}[U^\\dagger Z U \\rho] = \\mathrm{Tr}[Z U \\rho U^\\dagger]<br>$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3059\u306a\u308f\u3061\u3001$U \\rho U^\\dagger$ \u306b\u5bfe\u3059\u308b $Z$ \u6e2c\u5b9a\u306f\u3001\u5143\u306e\u72b6\u614b\u306b\u5bfe\u3059\u308b $P$ \u6e2c\u5b9a\u3068\u7b49\u4fa1\u306b\u306a\u308a\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u5b9f\u969b\u306e\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u3067\u3053\u306e\u65b9\u6cd5\u3092\u7528\u3044\u308b\u306b\u306f\u3001\u6e2c\u5b9a\u524d\u306b\u9069\u5207\u306a\u5358\u4e00\u91cf\u5b50\u30d3\u30c3\u30c8\u64cd\u4f5c\u3092\u884c\u3048\u308b\u304b\u3001\u5404\u30d1\u30a6\u30ea\u57fa\u5e95\u3067\u76f4\u63a5\u6e2c\u5b9a\u3067\u304d\u308b\u3053\u3068\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1%E9%87%8F%E5%AD%90%E3%83%93%E3%83%83%E3%83%88%E7%B3%BB%E3%81%A7%E3%81%AE%E6%9C%9F%E5%BE%85%E5%80%A4_mathrmTrO_rho_%E3%81%AE%E6%8E%A8%E5%AE%9A\"><\/span>1\u91cf\u5b50\u30d3\u30c3\u30c8\u7cfb\u3067\u306e\u671f\u5f85\u5024 $\\mathrm{Tr}[O \\rho]$ \u306e\u63a8\u5b9a<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b21\u306b\u30011\u91cf\u5b50\u30d3\u30c3\u30c8\u7cfb\u3067\u306e\u671f\u5f85\u5024 $\\mathrm{Tr}[O \\rho]$ \u306e\u63a8\u5b9a\u624b\u9806\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>$U \\in {I, H, H S^\\dagger}$ \u3092\u4e00\u69d8\u30e9\u30f3\u30c0\u30e0\u306b\u9078\u3076<\/li>\n\n\n\n<li>$U \\rho U^\\dagger$ \u3092 $Z$ \u6e2c\u5b9a\u3057\u3001\u6e2c\u5b9a\u7d50\u679c $\\hat{b} \\in \\{0, 1\\}$ \u3092\u5f97\u308b<\/li>\n\n\n\n<li><strong>\u53e4\u5178\u30b7\u30e3\u30c9\u30a6<\/strong> $\\hat{\\rho} = 3 U^\\dagger |\\hat{b}\\rangle\\langle\\hat{b}| U &#8211; I$ \u3092\u8a08\u7b97\u3059\u308b<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e1\u301c3\u3092\u72ec\u7acb\u306b $M$ \u56de\u7e70\u308a\u8fd4\u3057\u3066\u5e73\u5747\u3092\u3068\u308b\u3068\u3001\u671f\u5f85\u5024\u304c\u63a8\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$<br>\\tag{11}<br>\\mathrm{Tr}[O \\rho] \\approx \\frac{1}{M} \\sum_{i=1}^{M} \\mathrm{Tr}[O \\hat{\\rho}^{(i)}], \\quad \\hat{\\rho}^{(i)} := i\\text{ \u56de\u76ee\u306b\u8a08\u7b97\u3057\u305f\u53e4\u5178\u30b7\u30e3\u30c9\u30a6}<br>$$<\/p>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>\u4e0a\u8a18\u306e\u624b\u9806\u3067\u671f\u5f85\u5024\u3092\u63a8\u5b9a\u3067\u304d\u308b\u7406\u7531<\/strong><\/summary>\n<p class=\"wp-block-paragraph\">\u53e4\u5178\u30b7\u30e3\u30c9\u30a6 $\\hat{\\rho} = 3U^\\dagger|\\hat{b}\\rangle\\langle\\hat{b}|U &#8211; I$ \u306e\u671f\u5f85\u5024\u304c\u5143\u306e\u72b6\u614b $\\rho$ \u3068\u306a\u308b\u3053\u3068\u3092\u793a\u305b\u3070\u826f\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6e2c\u5b9a\u30c1\u30e3\u30f3\u30cd\u30eb\u306e\u5c0e\u51fa<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$U$ \u3092 $\\{I, H, HS^\\dagger\\}$ \u304b\u3089\u4e00\u69d8\u30e9\u30f3\u30c0\u30e0\u306b\u9078\u3073\uff08\u305d\u308c\u305e\u308c$Z, X, Y$\u6e2c\u5b9a\u304c\u5bfe\u5fdc\u3059\u308b\uff09\u3001\u6e2c\u5b9a\u5024 $\\hat{b} \\in \\{0,1\\}$ \u3092\u5f97\u305f\u5f8c\u3001$U^\\dagger|\\hat{b}\\rangle\\langle \\hat{b}|U$ \u3092\u8a08\u7b97\u3057\u307e\u3059\u3002\u3053\u306e\u6f14\u7b97\u5b50\u306e\u671f\u5f85\u5024\u3092$\\rho$ \u3092\u5165\u529b\u3068\u3059\u308b\u91cf\u5b50\u30c1\u30e3\u30cd\u30eb $\\mathcal{M}$ \u306e\u51fa\u529b\u3068\u3057\u3066\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$U$ \u3092\u9078\u3093\u3067 $Z$ \u6e2c\u5b9a\u3067 $\\hat{b}$ \u304c\u51fa\u308b\u78ba\u7387\u306f $\\langle \\hat{b}|U\\rho U^\\dagger|\\hat{b}\\rangle$ \u3067\u3001\u3042\u308b\u305f\u3081\u3001<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$\\mathcal{M}(\\rho) := \\frac{1}{3}\\sum_{U \\in \\{I,H,HS^\\dagger\\}} \\sum_{b=0}^{1} \\langle b|U\\rho U^\\dagger|b\\rangle \\, U^\\dagger|b\\rangle\\langle b|U$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">1\u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u72b6\u614b\u3092\u30d1\u30a6\u30ea\u57fa\u5e95\u3067 $\\rho = \\frac{1}{2}\\left(I + \\sum_{P \\in \\{X,Y,Z\\}} r_P P\\right)$\u3001$r_P := \\mathrm{Tr}[P\\rho]$ \u3068\u5c55\u958b\u3057\u307e\u3059\u3002\u4e0a\u5f0f\u306b\u4ee3\u5165\u3057\u3066\u8a08\u7b97\u3059\u308b\u3068\u3001<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$\\mathcal{M}(\\rho) = \\frac{1}{2}\\left(I + \\frac{1}{3}\\sum_P r_P P\\right) = \\frac{1}{3}\\rho + \\frac{1}{3}\\mathrm{Tr}[\\rho]\\, I$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9006\u5199\u50cf\u3092\u304b\u3051\u308b<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$\\mathcal{M}$ \u306f\u53ef\u9006\u3067\u3001\u9006\u5199\u50cf\u306f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$\\mathcal{M}^{-1}(X) = 3X &#8211; \\mathrm{Tr}[X]\\,I$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3068\u8868\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u3053\u3067 $\\mathcal{M}^{-1}$ \u306f\u7269\u7406\u7684\u306a\u30c1\u30e3\u30cd\u30eb\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u53e4\u5178\u8a08\u7b97\u3068\u3057\u3066\u9069\u7528\u3059\u308b\u5206\u306b\u306f\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3053\u3067\u3001\u6e2c\u5b9a\u3067\u5f97\u305f $U^\\dagger|\\hat{b}\\rangle\\langle \\hat{b}|U$ \u306b $\\mathcal{M}^{-1}$ \u3092\u4f5c\u7528\u3055\u305b\u305f\u3082\u306e\u3092\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u3068\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$\\hat{\\rho} := \\mathcal{M}^{-1}\\left(U^\\dagger|\\hat{b}\\rangle\\langle \\hat{b}|U\\right) = 3U^\\dagger|\\hat{b}\\rangle\\langle \\hat{b}|U &#8211; I$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e0d\u504f\u63a8\u5b9a\u91cf\u306b\u306a\u308b\u3053\u3068<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$U$ \u3068 $\\hat{b}$ \u306b\u95a2\u3059\u308b\u671f\u5f85\u5024\u3092\u3068\u308b\u3068\u3001$\\mathcal{M}^{-1}$ \u306e\u7dda\u5f62\u6027\u304b\u3089<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$\\mathbb{E}[\\hat{\\rho}] = \\mathcal{M}^{-1}\\left(\\mathbb{E}\\left[U^\\dagger|\\hat{b}\\rangle\\langle \\hat{b}|U\\right]\\right) = \\mathcal{M}^{-1}(\\mathcal{M}(\\rho)) = \\rho$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3064\u307e\u308a\u53e4\u5178\u30b7\u30e3\u30c9\u30a6 $\\hat{\\rho}$ \u306f $\\rho$ \u306e<strong>\u4e0d\u504f\u63a8\u5b9a\u91cf<\/strong>\u3067\u3059\u3002\u3088\u3063\u3066\u4efb\u610f\u306e\u6f14\u7b97\u5b50 $O$ \u306b\u5bfe\u3057\u3066<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$\\mathbb{E}\\left[\\mathrm{Tr}[O\\hat{\\rho}]\\right] = \\mathrm{Tr}[O\\,\\mathbb{E}[\\hat{\\rho}]] = \\mathrm{Tr}[O\\rho]$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u304c\u6210\u308a\u7acb\u3061\u3001$M$ \u56de\u7e70\u308a\u8fd4\u3057\u3066\u6a19\u672c\u5e73\u5747\u3092\u3068\u308c\u3070\u5927\u6570\u306e\u6cd5\u5247\u306b\u3088\u308a (11) \u5f0f\u306e\u3088\u3046\u306b $\\mathrm{Tr}[O\\rho]$ \u304c\u63a8\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u306a\u304a\u3001$\\hat{\\rho}$ \u81ea\u4f53\u306f\u8ca0\u306e\u56fa\u6709\u5024\u3092\u6301\u3061\u3046\u308b\u305f\u3081\u7269\u7406\u7684\u306a\u5bc6\u5ea6\u884c\u5217\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u671f\u5f85\u5024\u306e\u63a8\u5b9a\u306b\u306f\u652f\u969c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<\/details>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"N%E9%87%8F%E5%AD%90%E3%83%93%E3%83%83%E3%83%88%E7%B3%BB%E3%81%A7%E3%81%AE%E6%9C%9F%E5%BE%85%E5%80%A4_mathrmTrO_rho_%E3%81%AE%E6%8E%A8%E5%AE%9A\"><\/span>N\u91cf\u5b50\u30d3\u30c3\u30c8\u7cfb\u3067\u306e\u671f\u5f85\u5024 $\\mathrm{Tr}[O \\rho]$ \u306e\u63a8\u5b9a<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">$N$ \u91cf\u5b50\u30d3\u30c3\u30c8\u7cfb\u3078\u306f\u3001\u4e0a\u306e\u624b\u7d9a\u304d\u3092\u5404\u91cf\u5b50\u30d3\u30c3\u30c8\u306b\u72ec\u7acb\u306b\u9069\u7528\u3059\u308b\u3060\u3051\u3067\u62e1\u5f35\u3067\u304d\u307e\u3059\u30021\u56de\u306e\u6e2c\u5b9a\u304b\u3089\u5f97\u3089\u308c\u308b\u5168\u7cfb\u306e\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u306f\u3001\u5404\u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u306e\u30c6\u30f3\u30bd\u30eb\u7a4d\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$<br>\\tag{12}<br>\\hat{\\rho} = \\bigotimes_{j=1}^{N} \\hat{\\rho}_j = \\bigotimes_{j=1}^{N} \\left( 3 U_j^\\dagger |\\hat{b}_j\\rangle\\langle\\hat{b}_j| U_j &#8211; I \\right)<br>$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067 $\\hat{\\rho}_j$ \u306f\u7b2c $j$ \u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u3067\u3059\u3002$\\mathrm{Tr}[O \\hat{\\rho}]$ \u306e\u8a08\u7b97\u306f\u53e4\u5178\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u884c\u3044\u307e\u3059\u304c\u3001\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u306f$\\hat{\\rho}= \\bigotimes_{j=1}^{N} \\hat{\\rho}_j $\u3068\u5c40\u6240\u7684\u306a\u5f62\u3067\u8868\u305b\u3001$\\text{Tr}[\\hat{\\rho_j}]=1$\u306a\u306e\u3067\u3001\\(O\\) \u304c\u5c40\u6240\u7684\u3067\u3042\u308c\u3070\u3001\u305d\u306e\u671f\u5f85\u5024\u306e\u8a08\u7b97\u91cf\u306f\u4e3b\u306b \\(O\\) \u304c\u4f5c\u7528\u3059\u308b\u91cf\u5b50\u30d3\u30c3\u30c8\u6570\u306b\u4f9d\u5b58\u3057\u3001\u5168\u7cfb\u306e\u91cf\u5b50\u30d3\u30c3\u30c8\u6570 \\(N\\) \u306b\u306f\u76f4\u63a5\u4f9d\u5b58\u3057\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"N%E9%87%8F%E5%AD%90%E3%83%93%E3%83%83%E3%83%88%E7%B3%BB%E3%81%A7%E3%81%AE%E6%9C%9F%E5%BE%85%E5%80%A4_mathrmTrOrho_otimes_rho_%E3%81%AE%E6%8E%A8%E5%AE%9A\"><\/span>N\u91cf\u5b50\u30d3\u30c3\u30c8\u7cfb\u3067\u306e\u671f\u5f85\u5024 $\\mathrm{Tr}[O(\\rho \\otimes \\rho)]$ \u306e\u63a8\u5b9a<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u5f8c\u306b\u3001\u4eee\u60f3\u84b8\u7559\u6cd5\u306b\u5fc5\u8981\u306a $\\mathrm{Tr}[O(\\rho \\otimes \\rho)]$ \u3092\u63a8\u5b9a\u3057\u307e\u3059\u3002\u3053\u308c\u3082\u540c\u3058\u624b\u9806\u3067\u72ec\u7acb\u306a\u6e2c\u5b9a\u304b\u3089\u5f97\u3089\u308c\u305f\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u306e\u96c6\u5408\u3092\u4f5c\u308a\u3001\u7570\u306a\u308b2\u3064\u306e\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u6b21\u306e\u3088\u3046\u306b\u5e73\u5747\u3092\u3068\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$<br>\\tag{13}<br>\\mathrm{Tr}[O(\\rho\\otimes\\rho)]<br>\\approx<br>\\frac{1}{M(M-1)}<br>\\sum_{\\substack{i,j=1\\\\i\\neq j}}^{M}<br>\\mathrm{Tr}\\left[<br>O\\left(<br>\\hat{\\rho}^{(i)}\\otimes\\hat{\\rho}^{(j)}<br>\\right)<br>\\right]<br>$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u3058\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u96c6\u5408\u304b\u3089\u3001 $O = U_{\\mathrm{SWAP}} $\u3068\u3059\u308c\u3070\u5206\u6bcd\u3001 $O = (H_p \\otimes I) U_{\\mathrm{SWAP}}$ \u3068\u3059\u308c\u3070\u5206\u5b50\u304c\u63a8\u5b9a\u3067\u304d\u307e\u3059\u3002\u3059\u306a\u308f\u3061\u3001\\(Z\\) \u6e2c\u5b9a\u306b\u52a0\u3048\u3066 \\(X,Y\\) \u6e2c\u5b9a\u304c\u53ef\u80fd\u306a\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u3092\u7528\u3044\u308c\u3070\u3001\u305d\u306e\u6e2c\u5b9a\u7d50\u679c\u306b\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u6cd5\u3092\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30d4\u30fc\u9593\u306e\u91cf\u5b50\u30b2\u30fc\u30c8\u64cd\u4f5c\u3092\u884c\u308f\u305a\u306b\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u4e0a\u3067\u4eee\u60f3\u84b8\u7559\u6cd5\u3092\u5b9f\u884c\u3067\u304d\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%EF%BC%88%E5%8F%82%E8%80%83%EF%BC%89%E5%B1%80%E6%89%80%E4%BB%AE%E6%83%B3%E8%92%B8%E7%95%99%E6%B3%95%EF%BC%88LVP%EF%BC%89\"><\/span>\uff08\u53c2\u8003\uff09\u5c40\u6240\u4eee\u60f3\u84b8\u7559\u6cd5\uff08LVP\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8ad6\u6587\u3067\u306f\u3001\u4eee\u60f3\u84b8\u7559\u6cd5\u3092\u3088\u308a\u52b9\u7387\u7684\u306b\u3059\u308b<strong>\u5c40\u6240\u4eee\u60f3\u84b8\u7559\u6cd5<\/strong>\uff08Local Virtual Purification;  LVP\uff09\u3082\u7528\u3044\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u53c2\u8003\u3068\u3057\u3066\u8981\u70b9\u306e\u307f\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">FVP\u306b\u306f\u3001\u30a2\u30c0\u30de\u30fc\u30eb\u30c6\u30b9\u30c8\u3092\u7528\u3044\u305f\u5834\u5408\u306b\u5168\u91cf\u5b50\u30d3\u30c3\u30c8\u306b\u307e\u305f\u304c\u308b\u30b2\u30fc\u30c8\u64cd\u4f5c\u304c\u5fc5\u8981\u306b\u306a\u308b\u3053\u3068\u3068\u3001\u63a8\u5b9a\u5024\u306e\u5206\u6563\u304c\u5927\u304d\u304f\u306a\u308a\u3046\u308b\u3053\u3068\u3068\u3044\u30462\u3064\u306e\u554f\u984c\u304c\u3042\u308a\u307e\u3057\u305f\u3002LVP\u306f\u3001\u671f\u5f85\u5024\u3092\u6c42\u3081\u305f\u3044\u7269\u7406\u91cf\u304c\u5c40\u6240\u7684\u3067\u3042\u308b\u5834\u5408\u306b\u4f7f\u3048\u308b\u3001\u6e2c\u5b9a\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u4eee\u60f3\u84b8\u7559\u6cd5\u3067\u3059[6]\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u624b\u9806\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c40\u6240\u7684\u306a\u7269\u7406\u91cf $P_a$ \u306b\u5bfe\u3057\u3066\u3001$P_a$ \u304c\u4f5c\u7528\u3059\u308b\u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u9818\u57df $A$\u3001\u305d\u308c\u3092\u56f2\u3080\u9818\u57df $B$\uff08\u5927\u304d\u3055\u3092\u8abf\u6574\u3067\u304d\u308b\uff09\u3001\u305d\u306e\u4ed6\u306e\u9818\u57df $C$ \u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u9818\u57df $C$ \u3092\u90e8\u5206\u30c8\u30ec\u30fc\u30b9\u3067\u7121\u8996\u3057\u3001$\\rho_{A+B} := \\mathrm{Tr}_C[\\rho]$ \u306b\u5bfe\u3057\u3066\u306e\u307f\u4eee\u60f3\u84b8\u7559\u6cd5\u3092\u9069\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u30c8\u30dd\u30ed\u30b8\u304c\u4e8c\u6b21\u5143\u6b63\u65b9\u683c\u5b50\u306e\u5834\u5408\u3092\u4f8b\u306b\u3068\u308a\u307e\u3059\u3002\u91cf\u5b50\u30d3\u30c3\u30c8\u304c\u30ce\u30fc\u30c9\u3067\u3001\u76f8\u4e92\u4f5c\u7528\u3059\u308b\u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u7d44\u3092\u30a8\u30c3\u30b8\u304c\u7e4b\u3044\u3067\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"976\" src=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-23-at-9.20.46-1024x976.png\" alt=\"\" class=\"wp-image-9528\" srcset=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-23-at-9.20.46-1024x976.png 1024w, https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-23-at-9.20.46-300x286.png 300w, https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-23-at-9.20.46-768x732.png 768w, https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-23-at-9.20.46.png 1032w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>\u56f34\uff1aLVP\u306b\u304a\u3051\u308b\u9818\u57df\u306e\u8a2d\u5b9a\u4f8b\uff08\u4e8c\u6b21\u5143\u6b63\u65b9\u683c\u5b50\uff09<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30aa\u30ec\u30f3\u30b8\u306e\u9818\u57df\u304c\u9818\u57dfA\u3001\u9752\u306e\u9818\u57df\u304c\u9818\u57dfB\u3001\u3046\u3059\u7dd1\u306e\u9818\u57df\u304c\u9818\u57dfC\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9818\u57df\u3092\u5c40\u6240\u306b\u9650\u308b\u3053\u3068\u3067\u3001\u30a2\u30c0\u30de\u30fc\u30eb\u30c6\u30b9\u30c8\u3092\u7528\u3044\u308b\u5834\u5408\u306f\u5927\u57df\u7684\u306a\u30b2\u30fc\u30c8\u304c\u4e0d\u8981\u306b\u306a\u308b\u3053\u3068\u3001\u63a8\u5b9a\u5024\u306e\u5206\u6563\u3092\u5c0f\u3055\u304f\u3067\u304d\u308b\u5834\u5408\u304c\u3042\u308b\u3053\u3068\u3068\u3044\u3046\u5229\u70b9\u304c\u5f97\u3089\u308c\u307e\u3059\u3002LVP\u3068FVP\u306e\u305a\u308c\u306f\u3001\u9069\u5207\u306a\u6761\u4ef6\u4e0b\u3067\u306f\u3001\u9818\u57df \\(B\\) \u306e\u5e45\u306b\u5bfe\u3057\u3066\u6307\u6570\u7684\u306b\u5c0f\u3055\u304f\u306a\u308b\u3053\u3068\u304c\u77e5\u3089\u308c\u3066\u304a\u308a\u3001\\(B\\) \u3092\u5341\u5206\u5927\u304d\u304f\u3068\u308c\u3070LVP\u306b\u3088\u308b\u671f\u5f85\u5024\u304cFVP\u306b\u3088\u308b\u671f\u5f85\u5024\u306b\u8fd1\u3065\u304d\u307e\u3059\u3002\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u6cd5\u3092\u7528\u3044\u3066\u30a8\u30e9\u30fc\u6291\u5236\u3059\u308b\u5834\u5408\u3067\u3082\u3001LVP\u306e\u65b9\u304cFVP\u3088\u308a\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u30b3\u30b9\u30c8\u3092\u5c0f\u3055\u304f\u3067\u304d\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%95%B0%E5%80%A4%E5%AE%9F%E9%A8%93\"><\/span>\u6570\u5024\u5b9f\u9a13<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u306f\u3001\u539f\u8ad6\u6587\u3067\u884c\u308f\u308c\u305f\u6570\u5024\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u7d50\u679c\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%95%B0%E5%80%A4%E5%AE%9F%E9%A8%93%E3%81%AE%E8%A8%AD%E5%AE%9A\"><\/span>\u6570\u5024\u5b9f\u9a13\u306e\u8a2d\u5b9a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u554f\u984c\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u306b\u306f\u3001\u5468\u671f\u5883\u754c\u6761\u4ef6\u4e0b\u306e1\u6b21\u5143\u30b9\u30d4\u30f31\/2 XXZ\u6a21\u578b\u306b\u78c1\u5834\u9805\u3092\u52a0\u3048\u305f\u3082\u306e\u3092\u7528\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$<br>H_p = J\\sum_{i=1}^{N}\\left(X_i X_{i+1} + Y_i Y_{i+1} + \\Delta Z_i Z_{i+1}\\right) + h\\sum_{i=1}^{N} Y_{i}\\tag{14}<br>$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d1\u30e9\u30e1\u30fc\u30bf\u306f $J = -1$, $h = 1$, $\\Delta = -0.73$ \u3067\u3059\u3002\u30c9\u30e9\u30a4\u30d0\u30fc\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u306b\u306f\u6b21\u306e\u30e9\u30f3\u30c0\u30e0\u6a2a\u78c1\u5834\u3092\u7528\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$H_d = -\\sum_i h_i \\sigma_i^x \\tag{15}$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067 $h_i$ \u306f $[0, 1]$ \u306e\u4e00\u69d8\u5206\u5e03\u304b\u3089\u751f\u6210\u3057\u305f\u5b9a\u6570\u3067\u3059\u3002\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u306f $A(t) = t\/T$, $B(t) = 1 &#8211; t\/T$ \u3068\u3057\u3001\u521d\u671f\u72b6\u614b\u306f $H_d$ \u306e\u57fa\u5e95\u72b6\u614b\u3068\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%99%82%E9%96%93%E7%99%BA%E5%B1%95\"><\/span>\u6642\u9593\u767a\u5c55<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u958b\u653e\u7cfb\u306e\u6642\u9593\u767a\u5c55\u306f\u3001\u6b21\u306eGKSL\u30de\u30b9\u30bf\u30fc\u65b9\u7a0b\u5f0f\u306b\u5f93\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">$$\\frac{d\\rho}{dt} = -i[H(t), \\rho] &#8211; \\frac{\\lambda}{2} \\sum_{i=1}^{N} \\sum_{\\{P_i \\in X_i, Y_i, Z_i\\}} [P_i, [P_i, \\rho]], \\qquad \\lambda = 0.0025 \\tag{16}$$<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c2\u9805\u304c\u5404\u30b5\u30a4\u30c8\u306b\u304b\u304b\u308b1\u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u30c7\u30dd\u30e9\u30e9\u30a4\u30b8\u30f3\u30b0\u30ce\u30a4\u30ba\u3092\u8868\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u65b9\u7a0b\u5f0f\u306b\u5f93\u3063\u3066\u3001\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u6642\u9593 $T$ \u307e\u3067\u6642\u9593\u767a\u5c55\u3055\u305b\u307e\u3059\u3002\u5f97\u3089\u308c\u305f\u5bc6\u5ea6\u884c\u5217\u306b\u5bfe\u3057\u3066 $n = 2$ \u30b3\u30d4\u30fc\u306e\u4eee\u60f3\u84b8\u7559\u3092\u9069\u7528\u3057\u307e\u3059\u3002\u6642\u9593\u767a\u5c55\u306e\u6570\u5024\u8a08\u7b97\u306b\u306fQuTiP\u304c\u7528\u3044\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%B5%90%E6%9E%9C\"><\/span>\u7d50\u679c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0b\u306f\u6a2a\u8ef8\u3092\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u6642\u9593$T$\u3001\u7e26\u8ef8\u3092\u53b3\u5bc6\u306a\u57fa\u5e95\u30a8\u30cd\u30eb\u30ae\u30fc $E_g$ \u306b\u5bfe\u3059\u308b\u30a8\u30cd\u30eb\u30ae\u30fc\u671f\u5f85\u5024\u306e\u76f8\u5bfe\u8aa4\u5dee $|\\langle H_p \\rangle &#8211; E_g| \/ |E_g|$\u3068\u3057\u3066\u30d7\u30ed\u30c3\u30c8\u3057\u305f\u30b0\u30e9\u30d5\u3067\u3059\u3002w\/o QEM\u304c\u5143\u306e\u72b6\u614b\u306e\u671f\u5f85\u5024\u306b\u5bfe\u3059\u308b\u7d50\u679c\u3067\u3001FVP\u304c\u7d14\u7c8b\u5316\u72b6\u614b\u306b\u5bfe\u3059\u308b\u671f\u5f85\u5024\u306e\u7d50\u679c\u3067\u3059\u3002LVP\u306b\u3064\u3044\u3066\u306f\u3001\u672c\u8a18\u4e8b\u3067\u306f\u8a73\u7d30\u3092\u8aac\u660e\u3057\u306a\u3044\u305f\u3081\u3001\u53c2\u8003\u3068\u3057\u3066\u4f75\u8a18\u3059\u308b\u306b\u7559\u3081\u307e\u3059\u3002\u767d\u4e38\u306fLVP\u306b\u3088\u308b\u671f\u5f85\u5024\u3092\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u6cd5\u3067\u63a8\u5b9a\u3057\u305f\u7d50\u679c\u3067\u3001\u30a8\u30e9\u30fc\u30d0\u30fc\u306f\u6a19\u6e96\u8aa4\u5dee\u3092\u8868\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"886\" height=\"854\" src=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-23-at-18.07.21-1.png\" alt=\"\" class=\"wp-image-9558\" srcset=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-23-at-18.07.21-1.png 886w, https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-23-at-18.07.21-1-300x289.png 300w, https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/Screenshot-2026-07-23-at-18.07.21-1-768x740.png 768w\" sizes=\"auto, (max-width: 886px) 100vw, 886px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">\u56f35\uff1a<strong>\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u6642\u9593\u306b\u5bfe\u3059\u308b\u76f8\u5bfe\u8aa4\u5dee<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-left wp-block-paragraph\">\u30b0\u30e9\u30d5\u304b\u3089\u3001\u6b21\u306e\u3053\u3068\u304c\u8aad\u307f\u53d6\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\\(T\\) \u304c\u5c0f\u3055\u3044\u3046\u3061\u306f\u3001\u975e\u65ad\u71b1\u9077\u79fb\u306e\u5f71\u97ff\u304c\u5927\u304d\u3044\u305f\u3081\u3001\u3044\u305a\u308c\u306e\u5834\u5408\u3082\u8aa4\u5dee\u304c\u5927\u304d\u3044<\/li>\n\n\n\n<li>\\(T\\) \u3092\u5927\u304d\u304f\u3059\u308b\u3068\u8aa4\u5dee\u306f\u4e00\u5ea6\u6e1b\u5c11\u3059\u308b\u304c\u3001\u3042\u308b \\(T\\) \u3092\u5883\u306b\u518d\u3073\u5897\u52a0\u306b\u8ee2\u3058\u308b\u3002\u3053\u308c\u306f \\(T\\) \u3092\u5927\u304d\u304f\u3059\u308b\u3068\u30a4\u30f3\u30b3\u30d2\u30fc\u30ec\u30f3\u30c8\u30ce\u30a4\u30ba\u306e\u5f71\u97ff\u304c\u84c4\u7a4d\u3059\u308b\u305f\u3081\u3068\u8003\u3048\u3089\u308c\u3001\u5358\u7d14\u306b $T\\to\\infty$\u3068\u3059\u308c\u3070\u3088\u3044\u308f\u3051\u3067\u306f\u306a\u3044<\/li>\n\n\n\n<li>\u56f3\u306b\u793a\u3057\u305f\u3059\u3079\u3066\u306e \\(T\\) \u306e\u7bc4\u56f2\u3067\u3001\u7d14\u7c8b\u5316\u72b6\u614b\u306e\u671f\u5f85\u5024\u306f\u5143\u306e\u72b6\u614b\u306e\u671f\u5f85\u5024\u3088\u308a\u3082\u57fa\u5e95\u30a8\u30cd\u30eb\u30ae\u30fc\u306b\u8fd1\u3044<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u306e\u6570\u5024\u5b9f\u9a13\u3067\u306f\u3001\u7d14\u7c8b\u5316\u72b6\u614b\u306e\u671f\u5f85\u5024\u306f\u3001\u5143\u306e\u72b6\u614b\u306e\u671f\u5f85\u5024\u3088\u308a\u3082\u3001\u57fa\u5e95\u30a8\u30cd\u30eb\u30ae\u30fc\u306b\u8fd1\u304f\u306a\u308a\u307e\u3057\u305f\u3002\u8aa4\u5dee\u304c\u6700\u5c0f\u3068\u306a\u308b\u6700\u9069\u306a $T$ \u304c\u5b58\u5728\u3057\u3001$T$ \u3092\u5927\u304d\u304f\u3059\u308c\u3070\u771f\u306e\u57fa\u5e95\u30a8\u30cd\u30eb\u30ae\u30fc\u306b\u6f38\u8fd1\u3059\u308b\u3001\u3068\u3044\u3046\u308f\u3051\u3067\u306f\u306a\u3044\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%81%BE%E3%81%A8%E3%82%81\"><\/span>\u307e\u3068\u3081<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u6cd5\u306b\u3088\u308a\u3001\\(X,Y,Z\\) \u6e2c\u5b9a\u304c\u53ef\u80fd\u306a\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u3067\u306f\u3001\u30b3\u30d4\u30fc\u9593\u306e\u91cf\u5b50\u30b2\u30fc\u30c8\u64cd\u4f5c\u3092\u7528\u3044\u305a\u306b\u4eee\u60f3\u84b8\u7559\u6cd5\u3092\u5b9f\u88c5\u3067\u304d\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u305f<\/li>\n\n\n\n<li>\u539f\u8ad6\u6587\u306e\u6570\u5024\u5b9f\u9a13\u3067\u3001\u7d14\u7c8b\u5316\u72b6\u614b\u306b\u5bfe\u3059\u308b\u30a8\u30cd\u30eb\u30ae\u30fc\u671f\u5f85\u5024\u304c\u5143\u306e\u72b6\u614b\u306b\u5bfe\u3059\u308b\u30a8\u30cd\u30eb\u30ae\u30fc\u671f\u5f85\u5024\u3088\u308a\u3082\u57fa\u5e95\u30a8\u30cd\u30eb\u30ae\u30fc\u306b\u8fd1\u3065\u304f\u3053\u3068\u3092\u78ba\u8a8d\u3057\u305f<\/li>\n\n\n\n<li>\u4eca\u5f8c\u306e\u8ab2\u984c\u3068\u3057\u3066\u3001\u5b9f\u969b\u306e\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u3067\u306e\u5b9f\u88c5\u304c\u6319\u3052\u3089\u308c\u308b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u203b \u53c2\u8003\uff1a\u5143\u8ad6\u6587\u3067\u306f\u3001\u5c40\u6240\u4eee\u60f3\u84b8\u7559\u6cd5(LVP)\u3068\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u6cd5\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u624b\u6cd5\u304c\u63d0\u6848\u3055\u308c\u3066\u304a\u308a\u3001\u56f3\u4e2d\u306eLVP\u306e\u66f2\u7dda\u304a\u3088\u3073\u767d\u4e38\u306f\u305d\u306e\u7d50\u679c\u3067\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u4eee\u60f3\u84b8\u7559\u6cd5\u3068\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u6cd5\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u306e\u7d39\u4ecb\u306b\u4e3b\u773c\u3092\u7f6e\u304f\u305f\u3081\u3001\u8a73\u7d30\u306b\u306f\u7acb\u3061\u5165\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%8F%82%E8%80%83%E6%96%87%E7%8C%AE\"><\/span>\u53c2\u8003\u6587\u732e<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">[\u7d39\u4ecb\u8ad6\u6587] Yoshida Takaharu, et al. &#8220;Hardware-efficient quantum annealing with error mitigation via classical shadow.&#8221; (2026).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">[1] Kadowaki Tadashi, and Hidetoshi Nishimori. &#8220;Quantum annealing in the transverse Ising model.&#8221;&nbsp;<em>Physical Review E<\/em>&nbsp;58.5 (1998): 5355.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">[2] \u9060\u85e4\u5091. &#8220;\u91cf\u5b50\u30a8\u30e9\u30fc\u6291\u5236\u3068\u305d\u306e\u5468\u8fba\u5206\u91ce.&#8221;&nbsp;<em>\u7269\u6027\u82e5\u624b\u590f\u306e\u5b66\u6821\u30c6\u30ad\u30b9\u30c8 \u7b2c 69 \u56de\u7269\u6027\u82e5\u624b\u590f\u306e\u5b66\u6821<\/em>. \u7269\u6027\u82e5\u624b\u590f\u306e\u5b66\u6821\u6e96\u5099\u5c40, 2025.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">[3] Huggins  William J., et al. &#8220;Virtual distillation for quantum error mitigation.&#8221; Physical Review X 11.4 (2021): 041036.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">[4] Koczor B\u00e1lint. &#8220;Exponential error suppression for near-term quantum devices.&#8221; Physical Review X 11.3 (2021): 031057.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">[5] Huang Hsin-Yuan, Richard Kueng, and John Preskill. &#8220;Predicting many properties of a quantum system from very few measurements.&#8221;&nbsp;<em>Nature Physics<\/em>&nbsp;16.10 (2020): 1050-1057.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">[6] Hakoshima Hideaki, et al. &#8220;Localized virtual purification.&#8221;&nbsp;<em>Physical Review Letters<\/em>&nbsp;133.8 (2024): 080601.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%81%82%E3%81%A8%E3%81%8C%E3%81%8D\"><\/span>\u3042\u3068\u304c\u304d<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u306b\u5bfe\u3057\u3066\u3001\u5f93\u6765\u306f\u4e3b\u306b\u30b2\u30fc\u30c8\u578b\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u306e\u5b9f\u88c5\u304c\u60f3\u5b9a\u3055\u308c\u3066\u3044\u305f\u4eee\u60f3\u84b8\u7559\u6cd5\u3092\u9069\u7528\u3067\u304d\u308b\u3068\u3044\u3046\u306e\u306f\u8208\u5473\u6df1\u3044\u3067\u3059\u3002\u3053\u306e\u8ad6\u6587\u3067\u4eee\u5b9a\u3057\u3066\u3044\u305f\u3001\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u306b\u304a\u3044\u3066 \\(Z\\) \u6e2c\u5b9a\u306e\u307b\u304b\u306b \\(X,Y\\) \u6e2c\u5b9a\u3082\u3067\u304d\u308b\u3068\u3044\u3046\u3053\u3068\u304c\u73fe\u5b9f\u306b\u306a\u308c\u3070\u3001\u4eca\u56de\u306e\u91cf\u5b50\u30a8\u30e9\u30fc\u6291\u5236\u306e\u9069\u7528\u4ee5\u5916\u306b\u3082\u3001\u3088\u308a\u69d8\u3005\u306a\u3053\u3068\u304c\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u3067\u884c\u3048\u308b\u3088\u3046\u306b\u306a\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n<div class=\"sabox-plus-item\"><div class=\"saboxplugin-wrap\" itemtype=\"http:\/\/schema.org\/Person\" itemscope itemprop=\"author\"><div class=\"saboxplugin-tab\"><div class=\"saboxplugin-gravatar\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/wp-content\/uploads\/2026\/07\/2ba653a1d2b38a94bb31c00e75b35268.jpg\" width=\"100\"  height=\"100\" alt=\"\" itemprop=\"image\"><\/div><div class=\"saboxplugin-authorname\"><a href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/author\/sasuke-kimata\/\" class=\"vcard author\" rel=\"author\"><span 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class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u3067\u306f\u3001\u30ce\u30a4\u30ba\u3084\u975e\u65ad\u71b1\u9077\u79fb\u306b\u3088\u308a\u3001\u5f97\u3089\u308c\u308b\u30a8\u30cd\u30eb\u30ae\u30fc\u671f\u5f85\u5024\u304c\u57fa\u5e95\u30a8\u30cd\u30eb\u30ae\u30fc\u304b\u3089\u305a\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u3053\u306e\u305a\u308c\uff08\u30d0\u30a4\u30a2\u30b9\uff09\u3092\u6291\u5236\u3059\u308b\u305f\u3081\u3001\u53e4\u5178\u30b7\u30e3\u30c9\u30a6\u6cd5\u3092\u7528\u3044\u3066\u4eee\u60f3\u84b8\u7559\u6cd5\u3092\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u306b\u9069\u7528\u3059\u308b\u7814\u7a76\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":35,"featured_media":9477,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[338],"class_list":["post-9465","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-review","tag-338"],"yoast_head":"<!-- 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