{"id":121074,"date":"2025-07-10T09:59:24","date_gmt":"2025-07-10T01:59:24","guid":{"rendered":"https:\/\/honwaygroup.com\/hoc-may-luong-tu-duoc-ap-dung-lan-dau-tien-vao-san-xuat-chat-ban-dan-nghien-cuu-cua-csiro-uc-dat-duoc-buoc-dot-pha-dau-tien-tren-the-gioi\/"},"modified":"2025-07-29T16:40:41","modified_gmt":"2025-07-29T08:40:41","slug":"hoc-may-luong-tu-duoc-ap-dung-lan-dau-tien-vao-san-xuat-chat-ban-dan-nghien-cuu-cua-csiro-uc-dat-duoc-buoc-dot-pha-dau-tien-tren-the-gioi","status":"publish","type":"post","link":"https:\/\/honwaygroup.com\/vi\/hoc-may-luong-tu-duoc-ap-dung-lan-dau-tien-vao-san-xuat-chat-ban-dan-nghien-cuu-cua-csiro-uc-dat-duoc-buoc-dot-pha-dau-tien-tren-the-gioi\/","title":{"rendered":"H\u1ecdc m\u00e1y l\u01b0\u1ee3ng t\u1eed \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng l\u1ea7n \u0111\u1ea7u ti\u00ean v\u00e0o s\u1ea3n xu\u1ea5t ch\u1ea5t b\u00e1n d\u1eabn; Nghi\u00ean c\u1ee9u c\u1ee7a CSIRO \u00dac \u0111\u1ea1t \u0111\u01b0\u1ee3c b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 \u0111\u1ea7u ti\u00ean tr\u00ean th\u1ebf gi\u1edbi"},"content":{"rendered":"\n<p class=\"has-medium-font-size\">Hi\u1ec7n nay, s\u1ea3n xu\u1ea5t ch\u1ea5t b\u00e1n d\u1eabn \u0111ang ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c k\u1ef9 thu\u1eadt ng\u00e0y c\u00e0ng ph\u1ee9c t\u1ea1p, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong c\u00e1c quy tr\u00ecnh then ch\u1ed1t nh\u01b0 m\u00f4 h\u00ecnh ti\u1ebfp x\u00fac \u00d4mi, n\u01a1i c\u00e1c ph\u01b0\u01a1ng ph\u00e1p tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o truy\u1ec1n th\u1ed1ng \u0111\u00e3 d\u1ea7n b\u1ed9c l\u1ed9 gi\u1edbi h\u1ea1n. Tuy nhi\u00ean, m\u1ed9t nghi\u00ean c\u1ee9u m\u1edbi t\u1eeb CSIRO, c\u01a1 quan khoa h\u1ecdc qu\u1ed1c gia \u00dac, \u0111\u00e3 l\u1ea7n \u0111\u1ea7u ti\u00ean \u00e1p d\u1ee5ng h\u1ecdc m\u00e1y l\u01b0\u1ee3ng t\u1eed (QML) v\u00e0o ph\u00e2n t\u00edch d\u1eef li\u1ec7u quy tr\u00ecnh b\u00e1n d\u1eabn th\u1ef1c t\u1ebf v\u00e0 ch\u1ee9ng minh hi\u1ec7u su\u1ea5t v\u01b0\u1ee3t tr\u1ed9i so v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p c\u1ed5 \u0111i\u1ec3n. B\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 n\u00e0y kh\u00f4ng ch\u1ec9 ch\u1ee9ng minh ti\u1ec1m n\u0103ng c\u1ee7a c\u00f4ng ngh\u1ec7 l\u01b0\u1ee3ng t\u1eed trong m\u00f4i tr\u01b0\u1eddng m\u1eabu nh\u1ecf, \u0111a chi\u1ec1u, m\u00e0 c\u00f2n m\u1edf ra nh\u1eefng kh\u1ea3 n\u0103ng m\u1edbi cho thi\u1ebft k\u1ebf chip v\u00e0 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u s\u00e2u h\u01a1n v\u1ec1 k\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u \u0111\u1ea7u ti\u00ean tr\u00ean th\u1ebf gi\u1edbi n\u00e0y v\u00e0 c\u00e1ch n\u00f3 c\u00f3 th\u1ec3 \u0111\u1ecbnh h\u00ecnh l\u1ea1i con \u0111\u01b0\u1eddng ph\u00e1t tri\u1ec3n t\u01b0\u01a1ng lai c\u1ee7a ng\u00e0nh b\u00e1n d\u1eabn. <\/p>\n\n<div class=\"wp-block-rank-math-toc-block\" id=\"rank-math-toc\"><h2>M\u1ee5c l\u1ee5c<\/h2><nav><ul><li class=\"\"><a href=\"#%E5%8D%8A%E5%B0%8E%E9%AB%94%E5%BB%BA%E6%A8%A1%E9%81%87%E7%93%B6%E9%A0%B8%EF%BC%8C%E9%87%8F%E5%AD%90%E9%81%8B%E7%AE%97%E5%8A%A0%E5%85%A5%E6%88%B0%E5%B1%80\">M\u00f4 h\u00ecnh h\u00f3a ch\u1ea5t b\u00e1n d\u1eabn g\u1eb7p ph\u1ea3i t\u00ecnh tr\u1ea1ng t\u1eafc ngh\u1ebdn, \u0111i\u1ec7n to\u00e1n l\u01b0\u1ee3ng t\u1eed b\u01b0\u1edbc v\u00e0o cu\u1ed9c chi\u1ebfn<\/a><\/li><li class=\"\"><a href=\"#qkar%EF%BC%9A%E5%B0%88%E7%82%BA%E5%B0%8F%E6%A8%A3%E6%9C%AC%E8%A8%AD%E8%A8%88%E7%9A%84%E9%87%8F%E5%AD%90%E5%9B%9E%E6%AD%B8%E6%9E%B6%E6%A7%8B\">QKAR: Ki\u1ebfn tr\u00fac h\u1ed3i quy l\u01b0\u1ee3ng t\u1eed \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho c\u00e1c m\u1eabu nh\u1ecf<\/a><\/li><li class=\"\"><a href=\"#%E8%A7%A3%E6%B1%BA%E8%B3%87%E6%96%99%E7%A8%80%E7%BC%BA%E8%88%87%E9%9D%9E%E7%B7%9A%E6%80%A7%E6%8C%91%E6%88%B0-%E9%87%8F%E5%AD%90%E5%84%AA%E5%8B%A2%E9%A1%AF%E7%8F%BE\">Gi\u1ea3i quy\u1ebft nh\u1eefng th\u00e1ch th\u1ee9c v\u1ec1 s\u1ef1 khan hi\u1ebfm d\u1eef li\u1ec7u v\u00e0 t\u00ednh phi tuy\u1ebfn t\u00ednh, nh\u1eefng l\u1ee3i th\u1ebf l\u01b0\u1ee3ng t\u1eed xu\u1ea5t hi\u1ec7n<\/a><\/li><li class=\"\"><a href=\"#%E7%B5%90%E5%90%88%E9%87%8F%E5%AD%90%E8%88%87%E7%B6%93%E5%85%B8%E6%8A%80%E8%A1%93-%E5%AF%A6%E9%A9%97%E9%A9%97%E8%AD%89%E9%82%81%E5%87%BA%E9%97%9C%E9%8D%B5%E4%B8%80%E6%AD%A5\">K\u1ebft h\u1ee3p c\u00f4ng ngh\u1ec7 l\u01b0\u1ee3ng t\u1eed v\u00e0 c\u00f4ng ngh\u1ec7 c\u1ed5 \u0111i\u1ec3n: M\u1ed9t b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng trong vi\u1ec7c x\u00e1c minh th\u1ef1c nghi\u1ec7m<\/a><\/li><li class=\"\"><a href=\"#%E5%8D%8A%E5%B0%8E%E9%AB%94%E5%BB%BA%E6%A8%A1%E8%BF%8E%E4%BE%86%E6%96%B0%E5%85%B8%E7%AF%84%EF%BC%9F%E9%87%8F%E5%AD%90%E6%8A%80%E8%A1%93%E6%BD%9B%E5%8A%9B%E7%84%A1%E9%99%90\">M\u1ed9t m\u00f4 h\u00ecnh m\u1edbi cho m\u00f4 h\u00ecnh b\u00e1n d\u1eabn? C\u00f4ng ngh\u1ec7 l\u01b0\u1ee3ng t\u1eed c\u00f3 ti\u1ec1m n\u0103ng to l\u1edbn<\/a><\/li><li class=\"\"><a href=\"#%E7%B5%90%E8%AA%9E%EF%BC%9A%E5%BE%9E%E5%AF%A6%E9%A9%97%E5%AE%A4%E5%88%B0%E6%99%B6%E5%9C%93%E5%BB%A0%E7%9A%84%E9%87%8F%E5%AD%90%E9%9D%A9%E6%96%B0\">K\u1ebft lu\u1eadn: \u0110\u1ed5i m\u1edbi l\u01b0\u1ee3ng t\u1eed t\u1eeb ph\u00f2ng th\u00ed nghi\u1ec7m \u0111\u1ebfn ch\u1ebf t\u1ea1o<\/a><\/li><\/ul><\/nav><\/div>\n\n<h2 class=\"wp-block-heading has-ast-global-color-0-color has-text-color has-link-color wp-elements-489c7a00e5d69b38ba6fcf1c154c55df\" id=\"&#x534A;&#x5C0E;&#x9AD4;&#x5EFA;&#x6A21;&#x9047;&#x74F6;&#x9838;&#xFF0C;&#x91CF;&#x5B50;&#x904B;&#x7B97;&#x52A0;&#x5165;&#x6230;&#x5C40;\">M\u00f4 h\u00ecnh h\u00f3a ch\u1ea5t b\u00e1n d\u1eabn g\u1eb7p ph\u1ea3i t\u00ecnh tr\u1ea1ng t\u1eafc ngh\u1ebdn, \u0111i\u1ec7n to\u00e1n l\u01b0\u1ee3ng t\u1eed b\u01b0\u1edbc v\u00e0o cu\u1ed9c chi\u1ebfn<\/h2>\n\n<p class=\"has-medium-font-size\">Trong c\u00e1c quy tr\u00ecnh ng\u00e0y c\u00e0ng ph\u1ee9c t\u1ea1p v\u00e0 tinh vi c\u1ee7a ng\u00e0nh c\u00f4ng nghi\u1ec7p b\u00e1n d\u1eabn, vi\u1ec7c l\u1eadp m\u00f4 h\u00ecnh hi\u1ec7u qu\u1ea3 \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t th\u00e1ch th\u1ee9c l\u1edbn, \u0111\u1eb7c bi\u1ec7t l\u00e0 \u0111\u1ed1i v\u1edbi c\u00e1c b\u01b0\u1edbc quan tr\u1ecdng nh\u01b0 Ti\u1ebfp x\u00fac Ohmic, li\u00ean quan \u0111\u1ebfn nhi\u1ec1u tham s\u1ed1 quy tr\u00ecnh v\u00e0 m\u1ed1i quan h\u1ec7 phi tuy\u1ebfn t\u00ednh, khi\u1ebfn c\u00e1c ph\u01b0\u01a1ng ph\u00e1p tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 m\u00e1y h\u1ecdc truy\u1ec1n th\u1ed1ng d\u1ea7n b\u1ed9c l\u1ed9 nh\u1eefng h\u1ea1n ch\u1ebf c\u1ee7a ch\u00fang.<\/p>\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/honwaygroup.com\/wp-content\/uploads\/2025\/07\/2025-07-01_100620.avif\"><img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"410\" src=\"https:\/\/honwaygroup.com\/wp-content\/uploads\/2025\/07\/2025-07-01_100620.avif\" alt=\"S&#x1A1; &#x111;&#x1ED3; quy tr&#xEC;nh m&#xF4; h&#xEC;nh h&#xF3;a qu&#xE1; tr&#xEC;nh h&#xEC;nh th&#xE0;nh ti&#x1EBF;p x&#xFA;c &#xF4;mi HEMT GaN d&#x1EF1;a tr&#xEA;n h&#x1ECD;c m&#xE1;y l&#x1B0;&#x1EE3;ng t&#x1EED;. Ngu&#x1ED3;n: Advance Science\" class=\"wp-image-120420\" srcset=\"https:\/\/honwaygroup.com\/wp-content\/uploads\/2025\/07\/2025-07-01_100620.avif 800w, https:\/\/honwaygroup.com\/wp-content\/uploads\/2025\/07\/2025-07-01_100620-300x154.jpg 300w, https:\/\/honwaygroup.com\/wp-content\/uploads\/2025\/07\/2025-07-01_100620-768x394.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/a><figcaption class=\"wp-element-caption\">S\u01a1 \u0111\u1ed3 quy tr\u00ecnh m\u00f4 h\u00ecnh h\u00f3a qu\u00e1 tr\u00ecnh h\u00ecnh th\u00e0nh ti\u1ebfp x\u00fac \u00f4mi HEMT GaN d\u1ef1a tr\u00ean h\u1ecdc m\u00e1y l\u01b0\u1ee3ng t\u1eed. Ngu\u1ed3n: Advance Science<\/figcaption><\/figure>\n\n<p class=\"has-medium-font-size\">G\u1ea7n \u0111\u00e2y, m\u1ed9t nh\u00f3m nghi\u00ean c\u1ee9u t\u1eeb CSIRO, c\u01a1 quan khoa h\u1ecdc qu\u1ed1c gia \u00dac, ph\u1ed1i h\u1ee3p v\u1edbi c\u00e1c \u0111\u1ed1i t\u00e1c qu\u1ed1c t\u1ebf t\u1eeb Trung Qu\u1ed1c v\u00e0 H\u1ed3ng K\u00f4ng, \u0111\u00e3 l\u1ea7n \u0111\u1ea7u ti\u00ean x\u00e1c minh m\u1ed9t m\u00f4 h\u00ecnh m\u1edbi d\u1ef1a tr\u00ean h\u1ecdc m\u00e1y l\u01b0\u1ee3ng t\u1eed (QML), \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng chuy\u00ean bi\u1ec7t \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 m\u00f4 h\u00ecnh h\u00f3a trong s\u1ea3n xu\u1ea5t ch\u1ea5t b\u00e1n d\u1eabn v\u00e0 \u0111\u00e3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng th\u00e0nh c\u00f4ng v\u00e0o ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1ef1c nghi\u1ec7m. K\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u n\u00e0y \u0111\u01b0\u1ee3c ca ng\u1ee3i l\u00e0 l\u1ea7n \u0111\u1ea7u ti\u00ean tr\u00ean th\u1ebf gi\u1edbi v\u00e0 \u0111\u00e3 \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 tr\u00ean t\u1ea1p ch\u00ed Advanced Science.<\/p>\n\n<h2 class=\"wp-block-heading has-ast-global-color-0-color has-text-color has-link-color wp-elements-fd4dca3908e400875931dec4fa5ee097\" id=\"qkar&#xFF1A;&#x5C08;&#x70BA;&#x5C0F;&#x6A23;&#x672C;&#x8A2D;&#x8A08;&#x7684;&#x91CF;&#x5B50;&#x56DE;&#x6B78;&#x67B6;&#x69CB;\">QKAR: Ki\u1ebfn tr\u00fac h\u1ed3i quy l\u01b0\u1ee3ng t\u1eed \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho c\u00e1c m\u1eabu nh\u1ecf<\/h2>\n\n<p class=\"has-medium-font-size\">Nghi\u00ean c\u1ee9u n\u00e0y t\u1eadp trung v\u00e0o c\u00e1c m\u1eabu GaN HEMT (b\u00f3ng b\u00e1n d\u1eabn c\u00f3 \u0111\u1ed9 linh \u0111\u1ed9ng \u0111i\u1ec7n t\u1eed cao b\u1eb1ng gali nitride). Ch\u1ec9 s\u1eed d\u1ee5ng 159 \u0111i\u1ec3m d\u1eef li\u1ec7u th\u1ef1c nghi\u1ec7m, nh\u00f3m nghi\u00ean c\u1ee9u \u0111\u00e3 ph\u00e1t tri\u1ec3n m\u1ed9t m\u00f4 h\u00ecnh ti\u00ean ti\u1ebfn c\u00f3 t\u00ean l\u00e0 <strong>Quantum Kernel Alignment Regressor <\/strong>(QKAR). M\u00f4 h\u00ecnh n\u00e0y k\u1ebft h\u1ee3p c\u00e1c b\u1ea3n \u0111\u1ed3 \u0111\u1eb7c tr\u01b0ng Pauli-Z v\u1edbi c\u00e1c l\u1edbp h\u1ea1t nh\u00e2n l\u01b0\u1ee3ng t\u1eed c\u00f3 th\u1ec3 hu\u1ea5n luy\u1ec7n, cho ph\u00e9p ph\u00e1t hi\u1ec7n c\u00e1c m\u1eabu s\u00e2u t\u1eeb d\u1eef li\u1ec7u t\u1ed1i thi\u1ec3u m\u00e0 v\u1eabn duy tr\u00ec \u0111\u1ed9 ch\u00ednh x\u00e1c cao.<\/p>\n\n<p class=\"has-medium-font-size\">QKAR\u7684\u8868\u73fe\u8d85\u8d8a\u4e86\u4e03\u7a2e\u50b3\u7d71CML\uff08Classical Machine Learning\uff09\u56de\u6b78\u5668\uff0c\u5728\u5404\u9805\u56de\u6b78\u59ff\u614b\u6307\u6a19\uff08\u5982MAE\u3001MSE\u3001RMSE\uff09\u4e0a\u5c55\u73fe\u51fa\u986f\u8457\u7684\u8ad6\u6587\u512a\u52e2\u3002\u7279\u5225\u662f\u5728\u5e73\u5747\u7d55\u5c0d\u59ff\u614b\uff08MAE\uff09\u65b9\u9762\uff0cQKAR\u9054\u52300.338 \u03a9\u00b7mm\uff0c\u8868\u73fe\u51fa\u512a\u7570\u7684\u6e96\u78ba\u5ea6\u8207\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n\n<h2 class=\"wp-block-heading has-ast-global-color-0-color has-text-color has-link-color wp-elements-28b0f85e2cbba9a5e0d16e1314e4c261\" id=\"&#x89E3;&#x6C7A;&#x8CC7;&#x6599;&#x7A00;&#x7F3A;&#x8207;&#x975E;&#x7DDA;&#x6027;&#x6311;&#x6230;-&#x91CF;&#x5B50;&#x512A;&#x52E2;&#x986F;&#x73FE;\">Gi\u1ea3i quy\u1ebft nh\u1eefng th\u00e1ch th\u1ee9c v\u1ec1 s\u1ef1 khan hi\u1ebfm d\u1eef li\u1ec7u v\u00e0 t\u00ednh phi tuy\u1ebfn t\u00ednh, nh\u1eefng l\u1ee3i th\u1ebf l\u01b0\u1ee3ng t\u1eed xu\u1ea5t hi\u1ec7n<\/h2>\n\n<p class=\"has-medium-font-size\">Tr\u01b0\u1edbc \u0111\u00e2y, m\u1eb7c d\u00f9 c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y c\u1ed5 \u0111i\u1ec3n \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i trong m\u00f4 h\u00ecnh h\u00f3a s\u1ea3n xu\u1ea5t, ch\u00fang th\u01b0\u1eddng g\u1eb7p ph\u1ea3i c\u00e1c v\u1ea5n \u0111\u1ec1 nh\u01b0 qu\u00e1 kh\u1edbp v\u00e0 t\u1ed5ng qu\u00e1t h\u00f3a kh\u00f4ng \u0111\u1ee7 khi x\u1eed l\u00fd c\u00e1c m\u1eabu nh\u1ecf, tham s\u1ed1 \u0111a chi\u1ec1u v\u00e0 c\u00e1c t\u00ecnh hu\u1ed1ng phi tuy\u1ebfn t\u00ednh ph\u1ee9c t\u1ea1p. H\u1ecdc m\u00e1y l\u01b0\u1ee3ng t\u1eed c\u00f3 th\u1ec3 n\u1eafm b\u1eaft m\u1ed1i quan h\u1ec7 t\u01b0\u01a1ng t\u00e1c cao gi\u1eefa c\u00e1c tham s\u1ed1 ph\u1ee9c t\u1ea1p v\u1edbi c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m h\u1ea1t nh\u00e2n \u0111\u1ed9c \u0111\u00e1o c\u1ee7a n\u00f3, \u0111\u1ed3ng th\u1eddi th\u1ec3 hi\u1ec7n kh\u1ea3 n\u0103ng ch\u1ecbu l\u1ed7i v\u00e0 kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng d\u1eef li\u1ec7u t\u1ed1t h\u01a1n.<\/p>\n\n<p class=\"has-medium-font-size\">Nh\u01b0 \u0111\u1ed3ng t\u00e1c gi\u1ea3 Zeheng Wang \u0111\u00e3 n\u00f3i: &#8220;Ng\u00e0nh c\u00f4ng nghi\u1ec7p b\u00e1n d\u1eabn ng\u00e0y c\u00e0ng g\u1eb7p nhi\u1ec1u th\u00e1ch th\u1ee9c do t\u00ecnh tr\u1ea1ng khan hi\u1ebfm d\u1eef li\u1ec7u v\u00e0 quy tr\u00ecnh ph\u1ee9c t\u1ea1p. Nghi\u00ean c\u1ee9u c\u1ee7a ch\u00fang t\u00f4i cho th\u1ea5y c\u00e1c m\u00f4 h\u00ecnh l\u01b0\u1ee3ng t\u1eed \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf t\u1ed1t c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c m\u00f4 h\u00ecnh c\u01a1 b\u1ea3n m\u00e0 c\u00e1c m\u00f4 h\u00ecnh c\u1ed5 \u0111i\u1ec3n kh\u00f4ng th\u1ec3 n\u1eafm b\u1eaft \u0111\u01b0\u1ee3c.&#8221;<\/p>\n\n<h2 class=\"wp-block-heading has-ast-global-color-0-color has-text-color has-link-color wp-elements-66c524d73b3ffe8118a0c4c35cb4c81c\" id=\"&#x7D50;&#x5408;&#x91CF;&#x5B50;&#x8207;&#x7D93;&#x5178;&#x6280;&#x8853;-&#x5BE6;&#x9A57;&#x9A57;&#x8B49;&#x9081;&#x51FA;&#x95DC;&#x9375;&#x4E00;&#x6B65;\">K\u1ebft h\u1ee3p c\u00f4ng ngh\u1ec7 l\u01b0\u1ee3ng t\u1eed v\u00e0 c\u00f4ng ngh\u1ec7 c\u1ed5 \u0111i\u1ec3n: M\u1ed9t b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng trong vi\u1ec7c x\u00e1c minh th\u1ef1c nghi\u1ec7m<\/h2>\n\n<p class=\"has-medium-font-size\">\u0110i\u1ec3m n\u1ed5i b\u1eadt ch\u00ednh c\u1ee7a nghi\u00ean c\u1ee9u n\u00e0y l\u00e0 ki\u1ebfn tr\u00fac m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng, khi ch\u1ea1y tr\u00ean tr\u00ecnh m\u00f4 ph\u1ecfng, t\u01b0\u01a1ng th\u00edch v\u1edbi ph\u1ea7n c\u1ee9ng NISQ (L\u01b0\u1ee3ng t\u1eed quy m\u00f4 trung gian nhi\u1ec5u) hi\u1ec7n t\u1ea1i, cho ph\u00e9p tri\u1ec3n khai ngay l\u1eadp t\u1ee9c trong t\u01b0\u01a1ng lai. Nh\u00f3m nghi\u00ean c\u1ee9u c\u0169ng \u0111\u00e3 ch\u1ebf t\u1ea1o c\u00e1c thi\u1ebft b\u1ecb GaN m\u1edbi \u0111\u1ec3 ki\u1ec3m ch\u1ee9ng c\u00e1c d\u1ef1 \u0111o\u00e1n c\u1ee7a m\u00f4 h\u00ecnh th\u00f4ng qua th\u1eed nghi\u1ec7m th\u1ef1c t\u1ebf, \u0111\u00e1nh d\u1ea5u m\u1ed9t b\u01b0\u1edbc ti\u1ebfn \u0111\u00e1ng k\u1ec3 trong \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y l\u01b0\u1ee3ng t\u1eed.<\/p>\n\n<p class=\"has-medium-font-size\">Ngo\u00e0i ra, nghi\u00ean c\u1ee9u c\u00f2n thi\u1ebft l\u1eadp m\u1ed9t quy tr\u00ecnh ti\u1ec1n x\u1eed l\u00fd PCA th\u1ed1ng nh\u1ea5t \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o s\u1ef1 so s\u00e1nh c\u00f4ng b\u1eb1ng gi\u1eefa c\u00e1c m\u00f4 h\u00ecnh, ch\u1ee9ng minh t\u00ednh nghi\u00eam ng\u1eb7t v\u00e0 b\u1ea3n ch\u1ea5t khoa h\u1ecdc c\u1ee7a thi\u1ebft k\u1ebf nghi\u00ean c\u1ee9u.<\/p>\n\n<h2 class=\"wp-block-heading has-ast-global-color-0-color has-text-color has-link-color wp-elements-36de5cd5b45ed25e81067c644f165cf4\" id=\"&#x534A;&#x5C0E;&#x9AD4;&#x5EFA;&#x6A21;&#x8FCE;&#x4F86;&#x65B0;&#x5178;&#x7BC4;&#xFF1F;&#x91CF;&#x5B50;&#x6280;&#x8853;&#x6F5B;&#x529B;&#x7121;&#x9650;\">M\u1ed9t m\u00f4 h\u00ecnh m\u1edbi cho m\u00f4 h\u00ecnh b\u00e1n d\u1eabn? C\u00f4ng ngh\u1ec7 l\u01b0\u1ee3ng t\u1eed c\u00f3 ti\u1ec1m n\u0103ng to l\u1edbn<\/h2>\n\n<p class=\"has-medium-font-size\">Khi c\u00f4ng ngh\u1ec7 \u0111i\u1ec7n to\u00e1n l\u01b0\u1ee3ng t\u1eed ph\u00e1t tri\u1ec3n, n\u00f3 \u0111\u00e3 m\u1edf r\u1ed9ng t\u1eeb m\u00f4 ph\u1ecfng h\u00f3a h\u1ecdc, b\u1ebb kh\u00f3a m\u1eadt m\u00e3, nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n v\u1eadt li\u1ec7u sang k\u1ef9 thu\u1eadt s\u1ea3n xu\u1ea5t, v\u1edbi x\u1eed l\u00fd b\u00e1n d\u1eabn tr\u1edf th\u00e0nh m\u1ed9t l\u0129nh v\u1ef1c \u1ee9ng d\u1ee5ng ti\u00ean ti\u1ebfn kh\u00e1c. Vi\u1ec7c x\u00e1c th\u1ef1c th\u00e0nh c\u00f4ng m\u00f4 h\u00ecnh QKAR ch\u1ee9ng minh ti\u1ec1m n\u0103ng c\u1ee7a h\u1ecdc m\u00e1y l\u01b0\u1ee3ng t\u1eed trong vi\u1ec7c tr\u1edf th\u00e0nh m\u1ed9t m\u00f4 h\u00ecnh m\u1edbi cho thi\u1ebft k\u1ebf chip v\u00e0 m\u00f4 h\u00ecnh h\u00f3a s\u1ea3n xu\u1ea5t trong t\u01b0\u01a1ng lai, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong c\u00e1c t\u00ecnh hu\u1ed1ng d\u1eef li\u1ec7u khan hi\u1ebfm v\u00e0 \u0111i\u1ec1u ki\u1ec7n quy tr\u00ecnh ph\u1ee9c t\u1ea1p.<\/p>\n\n<p class=\"has-medium-font-size\">C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u ch\u1ec9 ra r\u1eb1ng m\u1eb7c d\u00f9 ph\u01b0\u01a1ng ph\u00e1p CML v\u1eabn c\u00f2n nhi\u1ec1u ti\u1ec1m n\u0103ng \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a, QML \u0111\u00e3 cho th\u1ea5y ti\u1ec1m n\u0103ng c\u1ee7a n\u00f3 nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 ho\u1eb7c thay th\u1ebf. Trong t\u01b0\u01a1ng lai, khi quy m\u00f4 v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a b\u1ed9 x\u1eed l\u00fd l\u01b0\u1ee3ng t\u1eed ti\u1ebfp t\u1ee5c t\u0103ng l\u00ean, c\u00e1c m\u00f4 h\u00ecnh l\u01b0\u1ee3ng t\u1eed nh\u01b0 v\u1eady s\u1ebd c\u00f3 nhi\u1ec1u c\u01a1 h\u1ed9i \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong c\u00e1c quy tr\u00ecnh c\u00f4ng nghi\u1ec7p th\u1ef1c t\u1ebf h\u01a1n.<\/p>\n\n<h2 class=\"wp-block-heading has-ast-global-color-0-color has-text-color has-link-color wp-elements-006c7c5d1affba654ce43c26f0741a7d\" id=\"&#x7D50;&#x8A9E;&#xFF1A;&#x5F9E;&#x5BE6;&#x9A57;&#x5BA4;&#x5230;&#x6676;&#x5713;&#x5EE0;&#x7684;&#x91CF;&#x5B50;&#x9769;&#x65B0;\"><strong>K\u1ebft lu\u1eadn: \u0110\u1ed5i m\u1edbi l\u01b0\u1ee3ng t\u1eed t\u1eeb ph\u00f2ng th\u00ed nghi\u1ec7m \u0111\u1ebfn ch\u1ebf t\u1ea1o<\/strong><\/h2>\n\n<p class=\"has-medium-font-size\">Ch\u1ea5t b\u00e1n d\u1eabn l\u00e0 n\u1ec1n t\u1ea3ng c\u1ee7a c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i, v\u00e0 quy tr\u00ecnh s\u1ea3n xu\u1ea5t c\u1ee7a ch\u00fang l\u00e0 tr\u1ecdng t\u00e2m cho nh\u1eefng th\u00e1ch th\u1ee9c v\u00e0 \u0111\u1ed5i m\u1edbi c\u00f4ng ngh\u1ec7. C\u00e1c vi\u1ec7n nghi\u00ean c\u1ee9u nh\u01b0 CSIRO c\u1ee7a \u00dac \u0111ang t\u1ea1o \u0111\u1ed9ng l\u1ef1c m\u1edbi cho ng\u00e0nh s\u1ea3n xu\u1ea5t ch\u1ea5t b\u00e1n d\u1eabn th\u00f4ng qua c\u00f4ng ngh\u1ec7 l\u01b0\u1ee3ng t\u1eed. Vi\u1ec7c \u1ee9ng d\u1ee5ng QML kh\u00f4ng ch\u1ec9 c\u00f3 ti\u1ec1m n\u0103ng c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 s\u1ea3n xu\u1ea5t v\u00e0 gi\u1ea3m chi ph\u00ed m\u00e0 c\u00f2n c\u00e1ch m\u1ea1ng h\u00f3a to\u00e0n b\u1ed9 ng\u00e0nh c\u00f4ng nghi\u1ec7p, t\u1eeb m\u00f4 h\u00ecnh h\u00f3a d\u1eef li\u1ec7u \u0111\u1ebfn t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh.<\/p>\n\n<p class=\"has-medium-font-size\">Cu\u1ed9c c\u00e1ch m\u1ea1ng do m\u00e1y h\u1ecdc l\u01b0\u1ee3ng t\u1eed th\u00fac \u0111\u1ea9y n\u00e0y c\u00f3 th\u1ec3 l\u00e0 b\u01b0\u1edbc ngo\u1eb7t quan tr\u1ecdng trong cu\u1ed9c \u0111ua chip trong th\u1eadp k\u1ef7 t\u1edbi.<\/p>\n\n<p>T\u00e0i li\u1ec7u tham kh\u1ea3o<\/p>\n\n<ul class=\"wp-block-list\">\n<li>H\u1ecdc m\u00e1y l\u01b0\u1ee3ng t\u1eed t\u1ecfa s\u00e1ng khi \u0111\u1ecbnh h\u00ecnh l\u1ea1i chip trong t\u01b0\u01a1ng lai<\/li>\n\n\n\n<li>Quantum Machine Learning Shines in Semiconductor Chip Design<\/li>\n\n\n\n<li>Quantum machine learning improves semiconductor manufacturing for first time<\/li>\n<\/ul>\n\n<p>(Ngu\u1ed3n g\u1ed1c c\u1ee7a b\u1ee9c \u1ea3nh \u0111\u1ea7u ti\u00ean:pexels)<\/p>\n\n<p>V\u1ec1 m\u00e0i m\u00f2n: Ch\u00fang t\u00f4i cung c\u1ea5p c\u00e1c \u0111i\u1ec1u ch\u1ec9nh t\u00f9y ch\u1ec9nh \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh t\u1ef7 l\u1ec7 theo nhu c\u1ea7u gia c\u00f4ng, nh\u1eb1m \u0111\u1ea1t hi\u1ec7u qu\u1ea3 t\u1ed1i \u0111a.<\/p>\n\n<p style=\"line-height:0.8\">H\u00e3y li\u00ean h\u1ec7 v\u1edbi ch\u00fang t\u00f4i, s\u1ebd c\u00f3 chuy\u00ean gia h\u1ed7 tr\u1ee3 gi\u1ea3i \u0111\u00e1p cho b\u1ea1n.<\/p>\n\n<p style=\"line-height:0.8\">N\u1ebfu c\u1ea7n b\u00e1o gi\u00e1 t\u00f9y ch\u1ec9nh, h\u00e3y li\u00ean h\u1ec7 v\u1edbi ch\u00fang t\u00f4i.<\/p>\n\n<p style=\"line-height:0.8\">Th\u1eddi gian h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng: Th\u1ee9 Hai \u0111\u1ebfn Th\u1ee9 S\u00e1u, t\u1eeb 09:00 \u0111\u1ebfn 18:00.<\/p>\n\n<p style=\"line-height:0.8\">phone\uff1a<a href=\"https:\/\/www.google.com\/search?q=%E5%AE%8F%E5%B4%B4&amp;oq=%E5%AE%8F%E5%B4%B4&amp;gs_lcrp=EgZjaHJvbWUqBggAEEUYOzIGCAAQRRg7MhAIARAuGK8BGMcBGIAEGI4FMgYIAhBFGDsyBwgDEAAYgAQyBggEEEUYPTIGCAUQRRg9MgYIBhBFGD0yBggHEEUYQdIBCDE5MDhqMGo3qAIIsAIB&amp;sourceid=chrome&amp;ie=UTF-8\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">07 223 1058<\/a><\/p>\n\n<p style=\"line-height:0.8\">N\u1ebfu c\u00f3 ch\u1ee7 \u0111\u1ec1 mu\u1ed1n t\u00ecm hi\u1ec3u ho\u1eb7c kh\u00f4ng th\u1ec3 n\u00f3i r\u00f5 qua \u0111i\u1ec7n tho\u1ea1i, h\u00e3y nh\u1eafn tin tr\u1ef1c ti\u1ebfp qua Facebook nh\u00e9~~<\/p>\n\n<p style=\"line-height:0.8\">honway fb\uff1a<a href=\"https:\/\/lihi.cc\/LhR8c\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">https:\/\/www.facebook.com\/honwaygroup<\/a><\/p>\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-ast-global-color-0-background-color has-background wp-element-button\" href=\"https:\/\/honwaygroup.com\/%e5%8e%9f%e7%89%a9%e6%96%99-2\/\" target=\"_blank\" rel=\"noreferrer noopener\">Ch\u00fang t\u00f4i l\u00e0 Honway, ki\u1ec3m so\u00e1t nguy\u00ean li\u1ec7u c\u1ee7a m\u00ecnh t\u1eeb ngu\u1ed3n g\u1ed1c, \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m v\u00e0 cung c\u1ea5p c\u00e1c l\u1ef1a ch\u1ecdn t\u00f9y ch\u1ec9nh cho b\u1ea1n.<\/a><\/div>\n<\/div>\n\n<ul class=\"wp-block-jetpack-sharing-buttons has-normal-icon-size jetpack-sharing-buttons__services-list\" id=\"jetpack-sharing-serivces-list\">\n<\/ul>\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<p>C\u00e1c b\u00e0i vi\u1ebft m\u00e0 b\u1ea1n c\u00f3 th\u1ec3 quan t\u00e2m&#8230;<\/p>\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 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%\"><p>[wpb-random-posts]<\/p>\n<\/div>\n<\/div>\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hi\u1ec7n nay, s\u1ea3n xu\u1ea5t ch\u1ea5t b\u00e1n d\u1eabn \u0111ang ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c k\u1ef9 thu\u1eadt ng\u00e0y c\u00e0ng ph\u1ee9c t\u1ea1p, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong c\u00e1c quy tr\u00ecnh then ch\u1ed1t nh\u01b0 m\u00f4 h\u00ecnh ti\u1ebfp x\u00fac \u00d4mi, n\u01a1i c\u00e1c ph\u01b0\u01a1ng ph\u00e1p tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o truy\u1ec1n th\u1ed1ng \u0111\u00e3 d\u1ea7n b\u1ed9c l\u1ed9 gi\u1edbi h\u1ea1n. Tuy nhi\u00ean, m\u1ed9t nghi\u00ean c\u1ee9u m\u1edbi t\u1eeb CSIRO, c\u01a1 quan khoa h\u1ecdc qu\u1ed1c gia \u00dac, \u0111\u00e3 l\u1ea7n \u0111\u1ea7u ti\u00ean \u00e1p d\u1ee5ng h\u1ecdc m\u00e1y l\u01b0\u1ee3ng t\u1eed (QML) v\u00e0o ph\u00e2n t\u00edch d\u1eef li\u1ec7u quy tr\u00ecnh b\u00e1n d\u1eabn th\u1ef1c t\u1ebf v\u00e0 ch\u1ee9ng minh hi\u1ec7u su\u1ea5t v\u01b0\u1ee3t tr\u1ed9i so v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p c\u1ed5 \u0111i\u1ec3n. B\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 n\u00e0y kh\u00f4ng ch\u1ec9 ch\u1ee9ng minh ti\u1ec1m n\u0103ng c\u1ee7a c\u00f4ng ngh\u1ec7 l\u01b0\u1ee3ng t\u1eed trong m\u00f4i tr\u01b0\u1eddng m\u1eabu nh\u1ecf, \u0111a chi\u1ec1u, m\u00e0 c\u00f2n m\u1edf ra nh\u1eefng kh\u1ea3 n\u0103ng m\u1edbi cho thi\u1ebft k\u1ebf chip v\u00e0 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u s\u00e2u h\u01a1n v\u1ec1 k\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u \u0111\u1ea7u ti\u00ean tr\u00ean th\u1ebf gi\u1edbi n\u00e0y v\u00e0 c\u00e1ch n\u00f3 c\u00f3 th\u1ec3 \u0111\u1ecbnh h\u00ecnh l\u1ea1i con \u0111\u01b0\u1eddng ph\u00e1t tri\u1ec3n t\u01b0\u01a1ng lai c\u1ee7a ng\u00e0nh b\u00e1n d\u1eabn.<\/p>\n","protected":false},"author":1,"featured_media":120438,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[4290,4293],"tags":[10162],"class_list":["post-121074","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-chuyen-muc-kien-thuc","category-kien-thuc-cong-nghe-moi","tag-nganh-cong-nghiep-ban-dan"],"_links":{"self":[{"href":"https:\/\/honwaygroup.com\/vi\/wp-json\/wp\/v2\/posts\/121074","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/honwaygroup.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/honwaygroup.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/honwaygroup.com\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/honwaygroup.com\/vi\/wp-json\/wp\/v2\/comments?post=121074"}],"version-history":[{"count":0,"href":"https:\/\/honwaygroup.com\/vi\/wp-json\/wp\/v2\/posts\/121074\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/honwaygroup.com\/vi\/wp-json\/wp\/v2\/media\/120438"}],"wp:attachment":[{"href":"https:\/\/honwaygroup.com\/vi\/wp-json\/wp\/v2\/media?parent=121074"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/honwaygroup.com\/vi\/wp-json\/wp\/v2\/categories?post=121074"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/honwaygroup.com\/vi\/wp-json\/wp\/v2\/tags?post=121074"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}