{"id":869,"date":"2026-08-20T21:02:59","date_gmt":"2026-08-20T18:02:59","guid":{"rendered":"https:\/\/www.tayfnews.tech\/tr\/genel\/microsoft-research-tarafindan-skala-1-1-yayinlandi\/"},"modified":"2026-08-20T21:02:59","modified_gmt":"2026-08-20T18:02:59","slug":"microsoft-research-tarafindan-skala-1-1-yayinlandi","status":"publish","type":"post","link":"https:\/\/www.tayfnews.tech\/tr\/science-space\/microsoft-research-tarafindan-skala-1-1-yayinlandi\/","title":{"rendered":"Microsoft Research Taraf\u0131ndan Skala 1.1 Yay\u0131nland\u0131"},"content":{"rendered":"<p>Microsoft Research, tahmin do\u011frulu\u011funu art\u0131rmak, hesaplamal\u0131 kimya ekosisteminde yaz\u0131l\u0131m eri\u015filebilirli\u011fini geni\u015fletmek ve devam eden hesaplama performans\u0131n\u0131 de\u011ferlendirmek i\u00e7in ya\u015fayan bir k\u0131yaslama sunmak \u00fczere tasarlanm\u0131\u015f g\u00fcncellenmi\u015f bir derin \u00f6\u011frenme de\u011fi\u015fim-korelasyon fonksiyoneli olan <strong>Skala 1.1<\/strong>&#8216;i resmi olarak yay\u0131nlad\u0131.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_86 counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0130\u00e7indekiler<\/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=\"\u0130\u00e7indekiler Tablosunu A\u00e7\/Kapat\"><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\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.tayfnews.tech\/tr\/science-space\/microsoft-research-tarafindan-skala-1-1-yayinlandi\/#Derin_Ogrenme_ile_Yogunluk_Fonksiyoneli_Teorisini_Hizlandirma\" >Derin \u00d6\u011frenme ile Yo\u011funluk Fonksiyoneli Teorisini H\u0131zland\u0131rma<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.tayfnews.tech\/tr\/science-space\/microsoft-research-tarafindan-skala-1-1-yayinlandi\/#Skala_11deki_Temel_Gelismeler\" >Skala 1.1&#8217;deki Temel Geli\u015fmeler<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.tayfnews.tech\/tr\/science-space\/microsoft-research-tarafindan-skala-1-1-yayinlandi\/#Kuantum_Kimyasi_ile_Makine_Ogrenimini_Birlestirmek\" >Kuantum Kimyas\u0131 ile Makine \u00d6\u011frenimini Birle\u015ftirmek<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.tayfnews.tech\/tr\/science-space\/microsoft-research-tarafindan-skala-1-1-yayinlandi\/#Malzeme_ve_Molekuler_Kesif_icin_Daha_Genis_Etkiler\" >Malzeme ve Molek\u00fcler Ke\u015fif i\u00e7in Daha Geni\u015f Etkiler<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Derin_Ogrenme_ile_Yogunluk_Fonksiyoneli_Teorisini_Hizlandirma\"><\/span>Derin \u00d6\u011frenme ile Yo\u011funluk Fonksiyoneli Teorisini H\u0131zland\u0131rma<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Yo\u011funluk Fonksiyoneli Teorisi (DFT), modern kuantum kimyas\u0131, yo\u011fun madde fizi\u011fi ve malzeme bilimi i\u00e7in birincil hesaplama arac\u0131 olarak hizmet eder. Molek\u00fcler ve kristal sistemler i\u00e7indeki elektronlar\u0131n karma\u015f\u0131k etkile\u015fimlerini yakla\u015ft\u0131rarak DFT; ara\u015ft\u0131rmac\u0131lar\u0131n, a\u015f\u0131r\u0131 maliyetli tam kuantum mekaniksel hesaplamalar \u00e7al\u0131\u015ft\u0131rmadan elektronik yap\u0131lar\u0131, reaksiyon yollar\u0131n\u0131 ve malzeme \u00f6zelliklerini modellemesine olanak tan\u0131r.<\/p>\n<p>Bununla birlikte, herhangi bir DFT sim\u00fclasyonunun hassasiyeti temel olarak se\u00e7ilen <strong>de\u011fi\u015fim-korelasyon fonksiyoneline<\/strong> (elektronlar aras\u0131ndaki kuantum mekaniksel de\u011fi\u015fim ve korelasyon etkilerini hesaba katan matematiksel bile\u015fen) ba\u011fl\u0131d\u0131r. Standart yakla\u015f\u0131mlar, hesaplamal\u0131 bilim insanlar\u0131n\u0131 s\u0131kl\u0131kla hesaplama maliyeti ile fiziksel do\u011fruluk aras\u0131nda zor bir \u00f6d\u00fcnle\u015fmeyle ba\u015f ba\u015fa b\u0131rak\u0131r. Modern makine \u00f6\u011frenimi tekniklerinin entegrasyonu, sinir a\u011flar\u0131n\u0131n karma\u015f\u0131k elektron etkile\u015fimlerini \u00e7ok daha y\u00fcksek bir do\u011frulukla modellemesine olanak tan\u0131yan d\u00f6n\u00fc\u015ft\u00fcr\u00fcc\u00fc bir \u00e7\u00f6z\u00fcm olarak ortaya \u00e7\u0131km\u0131\u015ft\u0131r.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Skala_11deki_Temel_Gelismeler\"><\/span>Skala 1.1&#8217;deki Temel Geli\u015fmeler<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Microsoft Research&#8217;\u00fcn yapay zeka destekli bilimsel ke\u015fif alan\u0131ndaki \u00f6nc\u00fc \u00e7al\u0131\u015fmas\u0131n\u0131 temel alan Skala 1.1 s\u00fcr\u00fcm\u00fc, geli\u015fmi\u015f elektronik yap\u0131 sim\u00fclasyonlar\u0131n\u0131 kolayla\u015ft\u0131rmak i\u00e7in tasarlanm\u0131\u015f \u00fc\u00e7 temel s\u00fctuna odaklanmaktad\u0131r:<\/p>\n<ul>\n<li><strong>Geli\u015fmi\u015f Tahmin Do\u011frulu\u011fu:<\/strong> \u0130yile\u015ftirilmi\u015f sinir mimarileri ve e\u011fitim stratejileri, Skala 1.1&#8217;in \u00e7e\u015fitli kimya alanlar\u0131nda daha y\u00fcksek hassasiyetli enerji ve \u00f6zellik tahminleri sunmas\u0131n\u0131 sa\u011flar.<\/li>\n<li><strong>Geni\u015fletilmi\u015f Ekosistem Eri\u015filebilirli\u011fi:<\/strong> G\u00fcncelleme, standart hesaplamal\u0131 kimya ara\u00e7 setleri ve platformlar\u0131 genelinde entegrasyon yollar\u0131n\u0131 geni\u015fleterek sinirsel fonksiyonelleri benimseyen ara\u015ft\u0131rmac\u0131lar i\u00e7in engelleri azalt\u0131r.<\/li>\n<li><strong>Ya\u015fayan Bir K\u0131yaslama Platformu:<\/strong> Skala 1.1, hesaplama performans\u0131n\u0131 zaman i\u00e7inde sistematik olarak takip etmek, \u00f6l\u00e7mek ve do\u011frulamak i\u00e7in s\u00fcrekli, dinamik bir k\u0131yaslama mekanizmas\u0131 sunar.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Kuantum_Kimyasi_ile_Makine_Ogrenimini_Birlestirmek\"><\/span>Kuantum Kimyas\u0131 ile Makine \u00d6\u011frenimini Birle\u015ftirmek<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Derin \u00f6\u011frenme fonksiyonellerinin geli\u015ftirilmesi, geleneksel ampirik ve yar\u0131 ampirik modellemeden paradigmatik bir kaymay\u0131 temsil eder. Tarihsel olarak ara\u015ft\u0131rmac\u0131lar, DFT yakla\u015f\u0131mlar\u0131n\u0131n metaforik &#8216;Yakup Merdiveni&#8217; boyunca kategorize edilmi\u015f insan t\u00fcrevi matematiksel bi\u00e7imlere g\u00fcvenmi\u015flerdir. Daha y\u00fcksek basamaklar daha b\u00fcy\u00fck tahmin yetene\u011fi sunarken, bunlar\u0131n hesaplama talepleri genellikle onlar\u0131 b\u00fcy\u00fck \u00f6l\u00e7ekli molek\u00fcler dinamikler veya y\u00fcksek verimli malzeme taramas\u0131 i\u00e7in pratik d\u0131\u015f\u0131 hale getirir.<\/p>\n<p>Skala gibi derin \u00f6\u011frenme de\u011fi\u015fim-korelasyon fonksiyonelleri, \u00fcst d\u00fczey referans verilerinden do\u011frudan \u00f6\u011frenerek, karma\u015f\u0131k kimyasal modelleme i\u00e7in gereken y\u00fcr\u00fctme verimlili\u011fini korurken kuantum \u00e7oklu cisim olaylar\u0131n\u0131 yakalayarak bu bo\u015flu\u011fu doldurur. Ya\u015fayan bir k\u0131yaslama olu\u015fturarak giri\u015fim ayn\u0131 zamanda bilim i\u00e7in yapay zekadaki b\u00fcy\u00fck bir zorlu\u011fa da de\u011finiyor: modeli olu\u015fturan veri seti tabanlar\u0131 geli\u015ftik\u00e7e modelin sa\u011flaml\u0131\u011f\u0131n\u0131, tekrarlanabilirli\u011fini ve \u015feffaf de\u011ferlendirmesini sa\u011flamak.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Malzeme_ve_Molekuler_Kesif_icin_Daha_Genis_Etkiler\"><\/span>Malzeme ve Molek\u00fcler Ke\u015fif i\u00e7in Daha Geni\u015f Etkiler<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Daha h\u0131zl\u0131 ve daha g\u00fcvenilir DFT i\u015f ak\u0131\u015flar\u0131, end\u00fcstriyel ve akademik ara\u015ft\u0131rma sekt\u00f6rleri i\u00e7in acil bir \u00f6nem ta\u015f\u0131maktad\u0131r. Elektronik yap\u0131 hesaplamalar\u0131n\u0131 h\u0131zland\u0131rmak, birka\u00e7 kritik teknolojik alanda ke\u015fif zaman \u00e7izelgelerini \u00f6nemli \u00f6l\u00e7\u00fcde s\u0131k\u0131\u015ft\u0131rabilir:<\/p>\n<ul>\n<li><strong>Pil ve Enerji Depolama:<\/strong> \u0130yon ta\u015f\u0131ma mekanizmalar\u0131n\u0131n ve aray\u00fczey kararl\u0131l\u0131\u011f\u0131n\u0131n kuantum d\u00fczeyinde hassasiyetle sim\u00fcle edilmesi.<\/li>\n<li><strong>Kataliz\u00f6r Tasar\u0131m\u0131:<\/strong> Ye\u015fil kimya ve karbon yakalama uygulamalar\u0131 i\u00e7in yeni katalitik y\u00fczeylerin ke\u015ffinin h\u0131zland\u0131r\u0131lmas\u0131.<\/li>\n<li><strong>\u0130la\u00e7 Ke\u015ffi:<\/strong> Ligand ba\u011flanma afinitesi tahminlerinin ve molek\u00fcler \u00f6zellik profillemesinin do\u011frulu\u011funun iyile\u015ftirilmesi.<\/li>\n<li><strong>Yar\u0131 \u0130letkenler ve Yeni Malzemeler:<\/strong> Geli\u015fmi\u015f mikroelektronik i\u00e7in elektronik bant aral\u0131klar\u0131n\u0131n ve yap\u0131sal kararl\u0131l\u0131\u011f\u0131n do\u011fru bir \u015fekilde taranmas\u0131.<\/li>\n<\/ul>\n<p>Skala 1.1&#8217;i daha geni\u015f eri\u015filebilirlik ve titiz k\u0131yaslama yetenekleriyle sunarak Microsoft Research, otomatize edilmi\u015f, y\u00fcksek verimli bilimsel hesaplaman\u0131n s\u0131n\u0131rlar\u0131n\u0131 zorlamaya devam ediyor.<\/p>\n<p><em>Kaynak: <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/broadening-access-to-skala-creates-a-faster-path-to-predictive-dft\/\" target=\"_blank\" rel=\"noopener noreferrer\">Orijinal Makale<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Microsoft Research, geli\u015fmi\u015f hesaplamal\u0131 kimya i\u00e7in tahmin do\u011frulu\u011funu ve yaz\u0131l\u0131m eri\u015fimini art\u0131ran Skala 1.1&#8217;i resmi olarak yay\u0131nlad\u0131.<\/p>\n","protected":false},"author":1,"featured_media":868,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowrrDMDA:productID":"","tayfnews_source_url":"","footnotes":"","rank_math_focus_keyword":"Skala, Kuantum Kimyas\u0131, Elektronik Yap\u0131, Malzemeler, K\u0131yaslama, Kimya","rank_math_title":"Microsoft Research Taraf\u0131ndan Skala 1.1 Yay\u0131nland\u0131","rank_math_description":"Microsoft Research, geli\u015fmi\u015f hesaplamal\u0131 kimya i\u00e7in tahmin do\u011frulu\u011funu ve yaz\u0131l\u0131m eri\u015fimini art\u0131ran Skala 1.1'i resmi olarak yay\u0131nlad\u0131."},"categories":[5],"tags":[],"class_list":["post-869","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-science-space"],"_links":{"self":[{"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/posts\/869","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/comments?post=869"}],"version-history":[{"count":0,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/posts\/869\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/media\/868"}],"wp:attachment":[{"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/media?parent=869"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/categories?post=869"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/tags?post=869"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}