{"id":6280,"date":"2024-01-31T18:57:25","date_gmt":"2024-01-31T18:57:25","guid":{"rendered":"https:\/\/aix.web.tr\/?p=6280"},"modified":"2024-04-01T04:38:23","modified_gmt":"2024-04-01T04:38:23","slug":"akiskanlar-mekanigi-ve-yapay-zeka","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/akiskanlar-mekanigi-ve-yapay-zeka\/","title":{"rendered":"Ak\u0131\u015fkanlar Mekani\u011fi ve Yapay Zeka\u00a0"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"6280\" class=\"elementor elementor-6280\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a8c07cc elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a8c07cc\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-43f58e8\" data-id=\"43f58e8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6680f91 elementor-widget elementor-widget-shortcode\" data-id=\"6680f91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1494\" class=\"elementor elementor-1494\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6a0c6bf elementor-section-height-min-height elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"6a0c6bf\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-0f33f4b\" data-id=\"0f33f4b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e3797c5 elementor-icon-list--layout-inline elementor-align-center animated-slow elementor-list-item-link-full_width elementor-invisible elementor-widget elementor-widget-icon-list\" data-id=\"e3797c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">ANA SAYFA<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/hakkimizda\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">HAKKIMIZDA<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/arastirmalar\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">ARA\u015eTIRMALAR<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/blog\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">BLOG 4.0<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-ea69513\" data-id=\"ea69513\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bff95a7 animated-slow elementor-invisible elementor-widget elementor-widget-image\" data-id=\"bff95a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1667\" height=\"790\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo.png\" class=\"attachment-full size-full wp-image-3104\" alt=\"Aix Logo\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo.png 1667w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-300x142.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-1024x485.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-768x364.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-1536x728.png 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-18x9.png 18w\" sizes=\"(max-width: 1667px) 100vw, 1667px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-c9c0555\" data-id=\"c9c0555\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1c86e38 elementor-icon-list--layout-inline elementor-align-center animated-slow elementor-list-item-link-full_width elementor-invisible elementor-widget elementor-widget-icon-list\" data-id=\"1c86e38\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInRight&quot;}\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/ders\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">DERS<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/konusmalar\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">KONU\u015eMALAR<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/iletisim\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0130LET\u0130\u015e\u0130M<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/basvuru\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">EK\u0130BE KATIL<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1dc5f4c elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1dc5f4c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;slideshow&quot;,&quot;background_slideshow_gallery&quot;:[{&quot;id&quot;:531,&quot;url&quot;:&quot;http:\\\/\\\/www.aix.web.tr\\\/wp-content\\\/uploads\\\/2019\\\/12\\\/ezgif.com-video-to-gif-1.gif&quot;}],&quot;shape_divider_bottom&quot;:&quot;mountains&quot;,&quot;background_slideshow_loop&quot;:&quot;yes&quot;,&quot;background_slideshow_slide_duration&quot;:5000,&quot;background_slideshow_slide_transition&quot;:&quot;fade&quot;,&quot;background_slideshow_transition_duration&quot;:500}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" opacity=\"0.33\" d=\"M473,67.3c-203.9,88.3-263.1-34-320.3,0C66,119.1,0,59.7,0,59.7V0h1000v59.7 c0,0-62.1,26.1-94.9,29.3c-32.8,3.3-62.8-12.3-75.8-22.1C806,49.6,745.3,8.7,694.9,4.7S492.4,59,473,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" opacity=\"0.66\" d=\"M734,67.3c-45.5,0-77.2-23.2-129.1-39.1c-28.6-8.7-150.3-10.1-254,39.1 s-91.7-34.4-149.2,0C115.7,118.3,0,39.8,0,39.8V0h1000v36.5c0,0-28.2-18.5-92.1-18.5C810.2,18.1,775.7,67.3,734,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" d=\"M766.1,28.9c-200-57.5-266,65.5-395.1,19.5C242,1.8,242,5.4,184.8,20.6C128,35.8,132.3,44.9,89.9,52.5C28.6,63.7,0,0,0,0 h1000c0,0-9.9,40.9-83.6,48.1S829.6,47,766.1,28.9z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-03bbd00\" data-id=\"03bbd00\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0e44f82 elementor-widget elementor-widget-heading\" data-id=\"0e44f82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Ak\u0131\u015fkanlar Mekani\u011fi ve Yapay Zeka<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-84d5237 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"84d5237\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2e263d3\" data-id=\"2e263d3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-83f0c05 elementor-widget elementor-widget-text-editor\" data-id=\"83f0c05\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"flex-1 overflow-hidden\"><div class=\"react-scroll-to-bottom--css-fumkx-79elbk h-full\"><div class=\"react-scroll-to-bottom--css-fumkx-1n7m0yu\"><div class=\"flex flex-col text-sm gizmo:pb-9 dark:bg-gray-800 gizmo:dark:bg-transparent\"><div class=\"w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 gizmo:py-2 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl } group final-completion\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col max-w-full gap-3 gizmo:gap-0\"><div class=\"min-h-[20px] text-message flex flex-col items-start gap-3 whitespace-pre-wrap break-words [.text-message+&amp;]:mt-5 overflow-x-auto\" data-message-author-role=\"assistant\" data-message-id=\"fbaab8fa-3489-4c21-88b5-706277815ba2\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>Son y\u0131llarda <a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">yapay zeka<\/a> (AI), b\u00fcy\u00fck bir geli\u015fme g\u00f6stererek g\u00fcnl\u00fck hayat\u0131m\u0131z\u0131n ayr\u0131lmaz bir par\u00e7as\u0131 haline geldi. Uydu g\u00f6r\u00fcnt\u00fcleri, hesaplamal\u0131 foto\u011fraf\u00e7\u0131l\u0131k ve s\u00fcr\u00fcc\u00fcs\u00fcz arabalar gibi alanlarda, yapay zeka bilim kurgu gibi g\u00f6r\u00fcnen \u015feyleri ger\u00e7e\u011fe d\u00f6n\u00fc\u015ft\u00fcr\u00fcyor. Bu ba\u011flamda, fizikteki son geli\u015fmeler ve sinir a\u011flar\u0131yla birle\u015fimi, \u00f6zellikle say\u0131sal hesaplamalar ve ak\u0131\u015fkanlar mekani\u011fi gibi alanlarda b\u00fcy\u00fck potansiyel sunuyor.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ff34ba elementor-widget elementor-widget-image\" data-id=\"7ff34ba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"820\" height=\"510\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/01\/Akiskanlar-Mekanigi-ve-Yapay-Zeka.webp\" class=\"attachment-large size-large wp-image-6282\" alt=\"Ak\u0131\u015fkanlar Mekani\u011fi ve Yapay Zeka\u00a0\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/01\/Akiskanlar-Mekanigi-ve-Yapay-Zeka.webp 820w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/01\/Akiskanlar-Mekanigi-ve-Yapay-Zeka-300x187.webp 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/01\/Akiskanlar-Mekanigi-ve-Yapay-Zeka-768x478.webp 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/01\/Akiskanlar-Mekanigi-ve-Yapay-Zeka-18x12.webp 18w\" sizes=\"(max-width: 820px) 100vw, 820px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Ak\u0131\u015fkanlar Mekani\u011fi ve Yapay Zeka\u00a0<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0975cde elementor-widget elementor-widget-heading\" data-id=\"0975cde\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Say\u0131sal Sim\u00fclasyon ve Zorluklar\u0131<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d81f5f5 elementor-widget elementor-widget-text-editor\" data-id=\"d81f5f5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Say\u0131sal fizik, bir\u00e7ok modelin geli\u015ftirildi\u011fi ve tonlarca ara\u015ft\u0131rman\u0131n yap\u0131ld\u0131\u011f\u0131 bir alan olmas\u0131na ra\u011fmen, hala \u00e7\u00f6z\u00fclememi\u015f zorluklarla kar\u015f\u0131 kar\u015f\u0131ya. \u00d6zellikle, t\u00fcrb\u00fclans i\u00e7eren Navier-Stokes denklemleri gibi fizikteki b\u00fcy\u00fck problemlerden biri olan denklemlerin \u00e7\u00f6z\u00fcm\u00fc, ciddi bir zorluk te\u015fkil ediyor. Bu denklemler, bir ak\u0131\u015fkan\u0131n uzaydaki hareketini tan\u0131mlayan k\u0131smi diferansiyel denklemlerdir.<\/p><p>Say\u0131sal ak\u0131\u015fkanlar dinami\u011fi (CFD), bu denklemleri \u00e7\u00f6zmek i\u00e7in kullan\u0131lan g\u00fc\u00e7l\u00fc s\u00fcper bilgisayarlarla ilgilenir. Ancak tam \u00e7\u00f6z\u00fcm, y\u0131llar s\u00fcrebilir ve olduk\u00e7a pahal\u0131d\u0131r. Bu nedenle, modeller geli\u015ftirmek ve yakla\u015f\u0131mlar bulmak \u00f6nemlidir. CFD, ak\u0131\u015fkan problemlerini \u00e7\u00f6zmek i\u00e7in say\u0131sal g\u00fcc\u00fc kullanmay\u0131 ama\u00e7lar ve yapay zeka, bu sim\u00fclasyonlar\u0131 daha h\u0131zl\u0131 ve ekonomik hale getirebilir.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-825cc6a elementor-widget elementor-widget-heading\" data-id=\"825cc6a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">CFD Analizi ve Yapay Zeka\n\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f5d4c6 elementor-widget elementor-widget-text-editor\" data-id=\"6f5d4c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>CFD \u00e7\u00f6z\u00fcm\u00fc, say\u0131sal fizik problemlerini \u00e7\u00f6zmek i\u00e7in genellikle d\u00f6rt temel ad\u0131mdan olu\u015fur. Bu ad\u0131mlar\u0131n detayl\u0131 bir \u015fekilde incelenmesi, yapay zeka ve makine \u00f6\u011freniminin her bir ad\u0131mda nas\u0131l etkili oldu\u011funu anlamam\u0131za yard\u0131mc\u0131 olabilir:<\/p><p><strong>1. Geometri Olu\u015fturma:<\/strong><br \/>&#8211; Geleneksel yakla\u015f\u0131m: Geometri olu\u015fturma ad\u0131m\u0131nda, m\u00fchendisler genellikle tasar\u0131m yaz\u0131l\u0131mlar\u0131n\u0131 kullanarak incelemek istedikleri nesnenin geometrisini olu\u015ftururlar. Bu s\u00fcre\u00e7, detayl\u0131 ve elle yap\u0131lan tasar\u0131mlar\u0131 i\u00e7erebilir.<br \/>&#8211; Yapay Zeka Katk\u0131s\u0131: Yapay zeka, geometrik tasar\u0131m s\u00fcrecini optimize edebilir. \u00d6rne\u011fin, geni\u015f ve karma\u015f\u0131k geometrileri tan\u0131ma ve olu\u015fturma konusunda derin \u00f6\u011frenme algoritmalar\u0131, daha h\u0131zl\u0131 ve hassas bir geometri olu\u015fturulmas\u0131na olanak tan\u0131r. Bu, tasar\u0131m s\u00fcrecini h\u0131zland\u0131rabilir ve daha verimli sonu\u00e7lar elde etmeyi sa\u011flayabilir.<\/p><p><strong>2. A\u011f Olu\u015fturma:<\/strong><br \/>&#8211; Geleneksel yakla\u015f\u0131m: Do\u011fru parametre setiyle kar\u015f\u0131l\u0131k gelen bir a\u011f\u0131n olu\u015fturulmas\u0131 genellikle el ile ger\u00e7ekle\u015ftirilen hesaplamalara dayan\u0131r. Bu ad\u0131m, nesnenin \u00f6zelliklerini belirleyen bir a\u011f\u0131n olu\u015fturulmas\u0131n\u0131 i\u00e7erir.<br \/>&#8211; Yapay Zeka Katk\u0131s\u0131: Makine \u00f6\u011frenimi, daha do\u011fru ve uyarlanabilir a\u011flar olu\u015fturmak i\u00e7in kullan\u0131labilir. Algoritmalar, belirli bir tasar\u0131m\u0131n \u00f6zelliklerine en iyi uyacak \u015fekilde a\u011f\u0131 optimize edebilir, bu da daha hassas sim\u00fclasyon sonu\u00e7lar\u0131na yol a\u00e7abilir.<\/p><p><strong>3. Sim\u00fclasyon Yapma:<\/strong><br \/>&#8211; Geleneksel yakla\u015f\u0131m: Sorunun do\u011fru bir \u015fekilde modellenmesi ve sim\u00fclasyonun yap\u0131lmas\u0131, genellikle hesaplamal\u0131 ak\u0131\u015fkanlar dinami\u011fi (CFD) i\u00e7inde yer alan kapsaml\u0131 matematiksel denklemleri i\u00e7erir.<br \/>&#8211; Yapay Zeka Katk\u0131s\u0131: Yapay zeka, say\u0131sal sim\u00fclasyon s\u00fcrecini optimize edebilir ve daha h\u0131zl\u0131 \u00e7\u00f6z\u00fcmler \u00fcretebilir. Derin \u00f6\u011frenme, sim\u00fclasyon sonu\u00e7lar\u0131n\u0131 daha do\u011fru ve verimli bir \u015fekilde elde etmek i\u00e7in kullan\u0131labilir.<\/p><p><strong>4. Sonu\u00e7lar\u0131 Analiz Etme:<\/strong><br \/>&#8211; Geleneksel yakla\u015f\u0131m: Sim\u00fclasyon sonu\u00e7lar\u0131n\u0131n analizi, genellikle m\u00fchendislerin manuel olarak ger\u00e7ekle\u015ftirdi\u011fi s\u00fcrekli bir s\u00fcre\u00e7tir. Bu, detayl\u0131 g\u00f6rselle\u015ftirmeler ve parametrik analizleri i\u00e7erebilir.<br \/>&#8211; Yapay Zeka Katk\u0131s\u0131: Yapay zeka, sim\u00fclasyon sonu\u00e7lar\u0131n\u0131 otomatik olarak analiz edebilir ve \u00f6nemli parametreleri belirleme s\u00fcrecini h\u0131zland\u0131rabilir. Makine \u00f6\u011frenimi, sim\u00fclasyon sonu\u00e7lar\u0131ndan anlaml\u0131 bilgiler \u00e7\u0131karmak i\u00e7in kullan\u0131labilir ve m\u00fchendislere daha h\u0131zl\u0131 ve etkili kararlar verme imkan\u0131 sunabilir.<\/p><p>Bu \u015fekilde, her ad\u0131m\u0131n detayland\u0131r\u0131lmas\u0131, yapay zeka ve makine \u00f6\u011freniminin say\u0131sal fizik analizi s\u00fcrecindeki etkilerini daha kapsaml\u0131 bir \u015fekilde anlamam\u0131za yard\u0131mc\u0131 olabilir.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cdaf509 elementor-widget elementor-widget-heading\" data-id=\"cdaf509\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Bile\u015fen Tasar\u0131m\u0131\n\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-deb25ff elementor-widget elementor-widget-text-editor\" data-id=\"deb25ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Bile\u015fen tasar\u0131m s\u00fcreci, geleneksel ve derin sinir a\u011flar\u0131 taraf\u0131ndan nas\u0131l etkili bir \u015fekilde y\u00f6nlendirilebilece\u011fini anlamak i\u00e7in detayland\u0131r\u0131labilir.<\/p><p><strong>1. Geleneksel Yakla\u015f\u0131m:<\/strong><br \/>&#8211; Geleneksel olarak, m\u00fchendisler bile\u015fen tasar\u0131m\u0131n\u0131 genellikle el ile ger\u00e7ekle\u015ftirilen tasar\u0131m yaz\u0131l\u0131mlar\u0131 arac\u0131l\u0131\u011f\u0131yla yaparlar. Bu s\u00fcre\u00e7, malzeme se\u00e7imi, geometrik parametrelerin belirlenmesi ve tasar\u0131m optimizasyonunu i\u00e7erir.<br \/>&#8211; M\u00fchendisler, genellikle y\u0131llar s\u00fcren deneyim ve hesaplamal\u0131 analizlerle desteklenen bilgi birikimini kullanarak bile\u015fen tasar\u0131m\u0131nda kararlar al\u0131r.<\/p><p><strong>2. Yapay Zeka Katk\u0131s\u0131:<\/strong><br \/>&#8211; Derin sinir a\u011flar\u0131 ve makine \u00f6\u011frenimi, geleneksel y\u00f6ntemlere g\u00f6re daha h\u0131zl\u0131 ve verimli bile\u015fen tasar\u0131m\u0131 sa\u011flayabilir. \u00d6zellikle, malzeme kullan\u0131m\u0131nda daha hafif ve maliyet etkin tasar\u0131mlar elde etmek i\u00e7in kullan\u0131labilir.<br \/>&#8211; Yapay zeka, geni\u015f veri setleri \u00fczerinde e\u011fitildi\u011finde, farkl\u0131 tasar\u0131m parametreleri ve malzeme \u00f6zellikleri aras\u0131ndaki karma\u015f\u0131k ili\u015fkileri ke\u015ffetme ve anlama yetene\u011fine sahiptir.<br \/>&#8211; Derin \u00f6\u011frenme algoritmalar\u0131, belirli bir bile\u015fenin performans\u0131n\u0131 art\u0131rmak veya maliyetini d\u00fc\u015f\u00fcrmek i\u00e7in optimize edilmi\u015f tasar\u0131mlar olu\u015fturabilir. Bu, \u00f6zellikle hava ara\u00e7lar\u0131 gibi a\u011f\u0131rl\u0131\u011f\u0131n kritik oldu\u011fu uygulamalarda \u00f6nemlidir.<\/p><p><strong>3. Uygulamalar:<\/strong><br \/>&#8211; Yapay zeka, u\u00e7ak kanatlar\u0131, otomobil par\u00e7alar\u0131 veya enerji sistemleri gibi karma\u015f\u0131k bile\u015fenlerin tasar\u0131m s\u00fcre\u00e7lerine uygulanabilir.<br \/>&#8211; Derin sinir a\u011flar\u0131, farkl\u0131 malzeme kombinasyonlar\u0131n\u0131 de\u011ferlendirerek daha dayan\u0131kl\u0131 ve hafif yap\u0131lar olu\u015fturabilir.<br \/>&#8211; Makine \u00f6\u011frenimi, belirli bir bile\u015fenin performans\u0131n\u0131 optimize etmek i\u00e7in s\u00fcrekli olarak geri besleme sa\u011flayabilir ve tasar\u0131m s\u00fcrecini s\u00fcrekli iyile\u015ftirebilir.<\/p><p><strong>4. \u00c7oklu Kriter Optimizasyonu:<\/strong><br \/>&#8211; Yapay zeka, \u00e7oklu kriter optimizasyonunu ele alabilir, yani birden fazla hedefe ula\u015fmak i\u00e7in tasar\u0131m parametrelerini optimize edebilir. \u00d6rne\u011fin, dayan\u0131kl\u0131l\u0131k, a\u011f\u0131rl\u0131k ve maliyet gibi \u00e7e\u015fitli fakt\u00f6rler ayn\u0131 anda dikkate al\u0131nabilir.<br \/>&#8211; Derin \u00f6\u011frenme algoritmalar\u0131, tasar\u0131m uzay\u0131n\u0131 geni\u015fletip ke\u015ffederken, karma\u015f\u0131k ve \u00e7ok boyutlu optimizasyon problemlerine \u00e7\u00f6z\u00fcm \u00fcretebilir.<\/p><p>Bu \u015fekilde, yapay zeka ile desteklenen bile\u015fen tasar\u0131m\u0131 s\u00fcreci, geleneksel y\u00f6ntemlere g\u00f6re daha h\u0131zl\u0131, verimli ve \u00e7ok kriterli optimizasyonlara uygun bir \u015fekilde ger\u00e7ekle\u015ftirilebilir. Bu da daha yenilik\u00e7i ve rekabet\u00e7i \u00fcr\u00fcnlerin ortaya \u00e7\u0131kmas\u0131na olanak tan\u0131r.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee73440 elementor-widget elementor-widget-image\" data-id=\"ee73440\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"639\" height=\"360\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Gecmisten-gunumuze-sinir-agi-sinir-aglarinin-tarihi.jpg\" class=\"attachment-large size-large wp-image-5823\" alt=\"Ge\u00e7mi\u015ften G\u00fcn\u00fcm\u00fcze Sinir A\u011f\u0131 (Sinir A\u011flar\u0131&apos;n\u0131n Tarihi)\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Gecmisten-gunumuze-sinir-agi-sinir-aglarinin-tarihi.jpg 639w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Gecmisten-gunumuze-sinir-agi-sinir-aglarinin-tarihi-300x169.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Gecmisten-gunumuze-sinir-agi-sinir-aglarinin-tarihi-18x10.jpg 18w\" sizes=\"(max-width: 639px) 100vw, 639px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Ge\u00e7mi\u015ften G\u00fcn\u00fcm\u00fcze Sinir A\u011f\u0131 (Sinir A\u011flar\u0131'n\u0131n Tarihi)<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-af7ff97 elementor-widget elementor-widget-heading\" data-id=\"af7ff97\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Sa\u011flam A\u011f Olu\u015fturma\n\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e171869 elementor-widget elementor-widget-text-editor\" data-id=\"e171869\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Sinir a\u011flar\u0131, karma\u015f\u0131k fiziksel s\u00fcre\u00e7leri modelleme yetenekleriyle \u00f6ne \u00e7\u0131kar ve \u00f6zellikle k\u0131smi diferansiyel denklemleri \u00e7\u00f6zmek i\u00e7in uygun bir a\u011f yap\u0131s\u0131 olu\u015fturmak, do\u011fru ve g\u00fcvenilir sim\u00fclasyon sonu\u00e7lar\u0131 elde etmek a\u00e7\u0131s\u0131ndan kritiktir. K\u0131smi diferansiyel denklemleri \u00e7\u00f6zmek, ak\u0131\u015fkanlar mekani\u011fi gibi fiziksel problemleri anlamak i\u00e7in temel bir ad\u0131md\u0131r.<\/p><p>Uygun bir a\u011f olu\u015fturmak i\u00e7in, sinir a\u011f\u0131n\u0131n mimarisi dikkatlice se\u00e7ilmelidir. Bu, a\u011f\u0131n giri\u015f, \u00e7\u0131k\u0131\u015f ve gizli katmanlar\u0131n\u0131n say\u0131s\u0131, her bir katmandaki n\u00f6ron say\u0131s\u0131 ve aktivasyon fonksiyonlar\u0131 gibi fakt\u00f6rleri i\u00e7erir. A\u011f\u0131n do\u011fru bir \u015fekilde tasarlanmas\u0131, sim\u00fclasyon sonu\u00e7lar\u0131n\u0131n hassasiyetini art\u0131rabilir.<\/p><p>A\u011f iyile\u015ftirmesi, elde edilen sonu\u00e7lar\u0131n daha hassas ve g\u00fcvenilir olmas\u0131n\u0131 sa\u011flamak amac\u0131yla kullan\u0131l\u0131r. Bu s\u00fcre\u00e7, a\u011f\u0131n e\u011fitim verileri \u00fczerinde performans\u0131n\u0131 art\u0131rmak i\u00e7in parametrelerin ayarlanmas\u0131 ve optimizasyonunu i\u00e7erir. Daha etkili a\u011f\u0131rl\u0131k ayarlar\u0131, aktivasyon fonksiyonlar\u0131 ve \u00f6\u011frenme oranlar\u0131 gibi fakt\u00f6rlerle, sinir a\u011f\u0131n\u0131n k\u0131smi diferansiyel denklemleri \u00e7\u00f6zerken daha etkili olmas\u0131n\u0131 sa\u011flamak ama\u00e7lan\u0131r.<\/p><p>Hassas sim\u00fclasyon sonu\u00e7lar\u0131 elde etmek i\u00e7in a\u011f\u0131n genellikle geni\u015f bir veri k\u00fcmesi \u00fczerinde e\u011fitilmesi gerekir. Bu e\u011fitim verileri, fiziksel olaylar\u0131n \u00e7e\u015fitli senaryolar\u0131n\u0131 i\u00e7ermelidir. Ayr\u0131ca, a\u011f\u0131n uygulama alan\u0131na \u00f6zg\u00fc gereksinimlere uyacak \u015fekilde \u00f6zelle\u015ftirilmi\u015f olmas\u0131 \u00f6nemlidir. \u00d6rne\u011fin, ak\u0131\u015fkanlar mekani\u011fi problemleri i\u00e7in optimize edilmi\u015f bir a\u011f yap\u0131s\u0131, daha do\u011fru ve h\u0131zl\u0131 sim\u00fclasyonlar sa\u011flayabilir.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-119512a elementor-widget elementor-widget-heading\" data-id=\"119512a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Fiziksel Problemlerin \u00c7\u00f6z\u00fcm\u00fc\n\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fecc2a1 elementor-widget elementor-widget-text-editor\" data-id=\"fecc2a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Yapay zeka, \u00f6zellikle t\u00fcrb\u00fclans modelleri gibi karma\u015f\u0131k fiziksel problemlerin \u00e7\u00f6z\u00fcm\u00fcnde b\u00fcy\u00fck bir avantaj sa\u011flamaktad\u0131r. T\u00fcrb\u00fclans, ak\u0131\u015fkan hareketinde ortaya \u00e7\u0131kan karma\u015f\u0131k, rastgele ve d\u00fczensiz hareketlerle karakterizedir. Bu durum, Navier-Stokes denklemlerinin t\u00fcrb\u00fclans i\u00e7eren durumlarda tam olarak \u00e7\u00f6z\u00fclmesini zorla\u015ft\u0131r\u0131r. Yapay zeka, bu zorlu\u011fu a\u015fmak ve daha do\u011fru sonu\u00e7lar elde etmek i\u00e7in kullan\u0131l\u0131r.<\/p><p>T\u00fcrb\u00fclans modelleri, genellikle ortalama ak\u0131\u015f de\u011fi\u015fimini hesaplamaya ve t\u00fcrb\u00fclans\u0131n ortalama ak\u0131\u015f \u00fczerindeki etkisini bir modelle de\u011fi\u015ftirmeye \u00e7al\u0131\u015fan Renold&#8217;un ortalama Navier-Stokes (RANS) denklemleri gibi denklemleri i\u00e7erir. Ancak bu modellerin do\u011frulu\u011fu ve genelle\u015ftirilebilirli\u011fi s\u0131n\u0131rl\u0131 olabilir. Yapay zeka ve derin \u00f6\u011frenme, bu modelleri iyile\u015ftirmek ve daha karma\u015f\u0131k t\u00fcrb\u00fclans yap\u0131lar\u0131n\u0131 daha do\u011fru bir \u015fekilde sim\u00fcle etmek i\u00e7in kullan\u0131labilir.<\/p><p>\u00d6zellikle, yapay zeka, t\u00fcrb\u00fclans modellerindeki parametreleri daha etkili bir \u015fekilde belirlemek ve t\u00fcrb\u00fclans\u0131n ak\u0131\u015fkan davran\u0131\u015f\u0131ndaki etkilerini daha hassas bir \u015fekilde anlamak i\u00e7in kullan\u0131l\u0131r. Bu, daha do\u011fru ve genelle\u015ftirilebilir t\u00fcrb\u00fclans modelleri olu\u015fturmay\u0131 m\u00fcmk\u00fcn k\u0131lar. Ayr\u0131ca, yapay zeka, t\u00fcrb\u00fclansl\u0131 ak\u0131\u015flar\u0131 daha iyi anlamak ve bu karma\u015f\u0131k fenomenin alt\u0131nda yatan ili\u015fkileri \u00e7\u00f6zmek i\u00e7in b\u00fcy\u00fck miktarda veriyi analiz edebilir.<\/p><p>Bu \u015fekilde, yapay zeka sayesinde t\u00fcrb\u00fclans modelleri geli\u015ftirilerek say\u0131sal sim\u00fclasyonlardaki do\u011fruluk art\u0131r\u0131labilir. Bu da m\u00fchendislik uygulamalar\u0131nda, hava tahmini gibi alanlarda ve genel olarak ak\u0131\u015fkan mekani\u011fi problemlerinde daha g\u00fcvenilir sonu\u00e7lar elde etme potansiyelini beraberinde getirir. Yapay zeka, t\u00fcrb\u00fclans gibi karma\u015f\u0131k fiziksel problemlerin \u00e7\u00f6z\u00fcm\u00fcnde \u00f6nemli bir ara\u00e7 olabilir ve bu alanda daha ileri \u00e7al\u0131\u015fmalar, daha geli\u015fmi\u015f sim\u00fclasyon ve analiz y\u00f6ntemleri ortaya \u00e7\u0131karabilir.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-65521b1 elementor-widget elementor-widget-heading\" data-id=\"65521b1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Veri Analizi\n\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b1e29a5 elementor-widget elementor-widget-text-editor\" data-id=\"b1e29a5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Elde edilen sonu\u00e7lar\u0131n detayl\u0131 analizi ve etkili bir g\u00f6rselle\u015ftirme, yapay zeka ara\u00e7lar\u0131yla daha da optimize edilebilir. Makine \u00f6\u011frenimi teknikleri, sim\u00fclasyon sonu\u00e7lar\u0131n\u0131 incelemek i\u00e7in \u00e7e\u015fitli avantajlar sunar.<\/p><ol><li><p><strong>\u00c7\u00f6z\u00fcn\u00fcrl\u00fc\u011f\u00fcn Art\u0131r\u0131lmas\u0131:<\/strong> Yapay zeka, sim\u00fclasyon sonu\u00e7lar\u0131n\u0131n \u00e7\u00f6z\u00fcn\u00fcrl\u00fc\u011f\u00fcn\u00fc art\u0131rmak i\u00e7in kullan\u0131labilir. Daha y\u00fcksek \u00e7\u00f6z\u00fcn\u00fcrl\u00fck, sistemlerin daha ayr\u0131nt\u0131l\u0131 bir \u015fekilde anla\u015f\u0131lmas\u0131na ve daha hassas sonu\u00e7lara ula\u015f\u0131lmas\u0131na olanak tan\u0131r. Makine \u00f6\u011frenimi algoritmalar\u0131, d\u00fc\u015f\u00fck \u00e7\u00f6z\u00fcn\u00fcrl\u00fckl\u00fc verilerden y\u00fcksek \u00e7\u00f6z\u00fcn\u00fcrl\u00fckl\u00fc sonu\u00e7lara ge\u00e7i\u015fte modellerin geli\u015ftirilmesine yard\u0131mc\u0131 olabilir.<\/p><\/li><li><p><strong>\u00d6nemli Parametrelerin \u00c7\u0131kar\u0131lmas\u0131:<\/strong> Makine \u00f6\u011frenimi, karma\u015f\u0131k veri setlerinden \u00f6nemli parametreleri \u00e7\u0131karmak i\u00e7in etkili bir ara\u00e7t\u0131r. Sim\u00fclasyon sonu\u00e7lar\u0131 i\u00e7indeki kritik bilgileri belirlemek ve vurgulamak, yapay zeka yard\u0131m\u0131yla daha kesin bir \u015fekilde ger\u00e7ekle\u015ftirilebilir. Bu, m\u00fchendislerin ve ara\u015ft\u0131rmac\u0131lar\u0131n analiz s\u00fcrecini daha odakl\u0131 ve verimli hale getirebilir.<\/p><\/li><li><p><strong>Desen ve Trend Analizi:<\/strong> Makine \u00f6\u011frenimi, b\u00fcy\u00fck veri setlerindeki desenleri ve trendleri analiz etmek i\u00e7in kullan\u0131labilir. Sim\u00fclasyon sonu\u00e7lar\u0131n\u0131n zaman i\u00e7indeki de\u011fi\u015fimlerini ve belirli ko\u015fullara olan tepkilerini belirlemek, gelecekteki projeksiyonlar ve kararlar i\u00e7in \u00f6nemli bilgiler sa\u011flar. Yapay zeka, bu desenleri tan\u0131mlamak ve anlamak konusunda insanlardan daha h\u0131zl\u0131 ve etkili olabilir.<\/p><\/li><li><p><strong>G\u00f6rselle\u015ftirme ve \u0130nteraktif Analiz:<\/strong> Yapay zeka, sim\u00fclasyon sonu\u00e7lar\u0131n\u0131 g\u00f6rselle\u015ftirmek ve etkile\u015fimli analiz sa\u011flamak i\u00e7in kullan\u0131labilir. \u0130leri d\u00fczeyde g\u00f6rselle\u015ftirmeler, karma\u015f\u0131k veri setlerini daha anla\u015f\u0131l\u0131r hale getirebilir ve sonu\u00e7lar\u0131 payla\u015fmak veya kararlar almak i\u00e7in daha etkili bir ileti\u015fim arac\u0131 sunabilir.<\/p><\/li><li><p><strong>Veri G\u00fcvenilirli\u011finin Art\u0131r\u0131lmas\u0131:<\/strong> Makine \u00f6\u011frenimi, sim\u00fclasyon sonu\u00e7lar\u0131n\u0131n g\u00fcvenilirli\u011fini art\u0131rmak i\u00e7in kullan\u0131labilir. Veri setindeki potansiyel hatalar\u0131 veya anormallikleri belirleyerek, analiz s\u00fcrecini daha sa\u011flam ve g\u00fcvenilir hale getirebilir.<\/p><\/li><\/ol><p>Bu noktalar, yapay zeka destekli veri analizinin say\u0131sal fizik ve CFD alan\u0131nda nas\u0131l g\u00fc\u00e7l\u00fc bir ara\u00e7 olabilece\u011fini vurgular. Yapay zeka, elde edilen verileri daha derinlemesine anlamak ve optimize etmek i\u00e7in m\u00fchendislik uygulamalar\u0131nda de\u011ferli bir yard\u0131mc\u0131 olarak hizmet edebilir.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d1487f elementor-widget elementor-widget-heading\" data-id=\"2d1487f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Sonu\u00e7<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d528bc9 elementor-widget elementor-widget-text-editor\" data-id=\"d528bc9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"flex-1 overflow-hidden\"><div class=\"react-scroll-to-bottom--css-nfait-79elbk h-full\"><div class=\"react-scroll-to-bottom--css-nfait-1n7m0yu\"><div class=\"flex flex-col pb-9 text-sm\"><div class=\"w-full text-token-text-primary\" data-testid=\"conversation-turn-5\"><div class=\"px-4 py-2 justify-center text-base md:gap-6 m-auto\"><div class=\"flex flex-1 text-base mx-auto gap-3 md:px-5 lg:px-1 xl:px-5 md:max-w-3xl lg:max-w-[40rem] xl:max-w-[48rem] group final-completion\"><div class=\"relative flex w-full flex-col lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col max-w-full\"><div class=\"min-h-[20px] text-message flex flex-col items-start gap-3 whitespace-pre-wrap break-words [.text-message+&amp;]:mt-5 overflow-x-auto\" data-message-author-role=\"assistant\" data-message-id=\"f43d546e-60c2-4866-baa4-ea370596e23b\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>Yapay zeka, say\u0131sal fizik ve CFD analizi alanlar\u0131nda kesin ve h\u0131zl\u0131 \u00e7\u00f6z\u00fcmler \u00fcretme potansiyeli ta\u015f\u0131yan \u00f6nemli bir ara\u00e7 olarak \u00f6ne \u00e7\u0131kmaktad\u0131r. Bu teknolojinin sundu\u011fu avantajlar, gelecekte bu alandaki ara\u015ft\u0131rmalara ve uygulamalara b\u00fcy\u00fck etki yapabilir.<\/p><p>Yapay zeka destekli \u00e7\u00f6z\u00fcmler, karma\u015f\u0131k fiziksel olaylar\u0131 anlama ve analiz etme konusunda benzersiz bir kapasite sunar. Bu, \u00f6zellikle Navier-Stokes denklemleri gibi \u00e7\u00f6z\u00fcm\u00fc zor olan denklemlerin daha etkili bir \u015fekilde \u00e7\u00f6z\u00fclmesini sa\u011flar. Say\u0131sal sim\u00fclasyonlardan elde edilen sonu\u00e7lar\u0131n daha y\u00fcksek \u00e7\u00f6z\u00fcn\u00fcrl\u00fckte olmas\u0131, m\u00fchendislik tasar\u0131mlar\u0131n\u0131 optimize etme ve kararlar alma s\u00fcre\u00e7lerini daha kesin hale getirme imkan\u0131 sunar.<\/p><p>Ancak, bu teknolojik geli\u015fmelerin a\u00e7\u0131klanabilir ve genelle\u015ftirilebilir olmalar\u0131 kritik bir \u00f6neme sahiptir. A\u00e7\u0131klanabilir yapay zeka, m\u00fchendislerin ve ara\u015ft\u0131rmac\u0131lar\u0131n algoritmalar\u0131n karar s\u00fcre\u00e7lerini anlamas\u0131n\u0131 sa\u011flar ve bu da g\u00fcvenilir ve kabul edilebilir \u00e7\u00f6z\u00fcmler elde etmeye olanak tan\u0131r.<\/p><p>Gelecekteki blog g\u00f6nderilerimizde, yapay zekan\u0131n klasik modellere g\u00f6re avantajlar\u0131n\u0131 daha ayr\u0131nt\u0131l\u0131 bir \u015fekilde inceleyece\u011fiz. Bu analizler, yapay zekan\u0131n say\u0131sal fizik problemlerini nas\u0131l \u00e7\u00f6zd\u00fc\u011f\u00fcn\u00fc, hangi alanlarda daha etkili oldu\u011funu ve nas\u0131l kullan\u0131labilece\u011fini daha yak\u0131ndan ke\u015ffetmeye odaklanacak. Yapay zeka, daha karma\u015f\u0131k ve b\u00fcy\u00fck \u00f6l\u00e7ekli problemlere \u00e7\u00f6z\u00fcm bulmada \u00f6nemli bir rol oynayarak gelecekte say\u0131sal fizik alan\u0131ndaki geli\u015fmeleri \u015fekillendirebilir. Bu teknoloji, m\u00fchendislik, bilim ve end\u00fcstriyel uygulamalarda yeni olanaklar yaratma potansiyeline sahip olarak \u00f6nemli bir paradigmad\u0131r.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-eb0772c elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"eb0772c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-9951be0\" data-id=\"9951be0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5aecf05 elementor-widget elementor-widget-image\" data-id=\"5aecf05\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/egemen-kaya\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"1080\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png\" class=\"attachment-full size-full wp-image-3715\" alt=\"yapay-zeka-yazar\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png 1080w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-300x300.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-1024x1024.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-150x150.png 150w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-768x768.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-12x12.png 12w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b5f135 elementor-widget elementor-widget-heading\" data-id=\"6b5f135\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\">Dil Edinim Modeli<\/a><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3b34901 elementor-widget elementor-widget-heading\" data-id=\"3b34901\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Yapay Zeka Edit\u00f6r<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c31f19 elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"9c31f19\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-globe elementor-repeater-item-77a48c2\" href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Globe<\/span>\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-globe\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-3781b72\" data-id=\"3781b72\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1226617 elementor-widget elementor-widget-heading\" data-id=\"1226617\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Bunlar ilginizi \u00e7ekebilir!<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52dbdee premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"52dbdee\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;premium_blog_columns_number&quot;:&quot;33.33%&quot;,&quot;premium_blog_grid&quot;:&quot;yes&quot;,&quot;premium_blog_layout&quot;:&quot;even&quot;,&quot;premium_blog_columns_number_tablet&quot;:&quot;50%&quot;,&quot;premium_blog_columns_number_mobile&quot;:&quot;100%&quot;}\" data-widget_type=\"premium-addon-blog.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\n\n\t\t\t\t<div class=\"premium-blog-wrap  premium-blog-even\" data-page=\"6280\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg\" class=\"attachment-medium size-medium wp-image-6899\" alt=\"ChatGPT&apos;den Claude&apos;a Neden Ge\u00e7iliyor?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1024x538.jpeg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-768x403.jpeg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1536x806.jpeg 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-2048x1075.jpeg 2048w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-18x9.jpeg 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\">\n\t\t\t\tChatGPT&#8217;den Claude&#8217;a Neden Ge\u00e7iliyor?\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png\" class=\"attachment-medium size-medium wp-image-6890\" alt=\"Google Gemini Nedir Kapsaml\u0131 Rehber ve \u00d6zellikler\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\">\n\t\t\t\tGoogle Gemini Nedir? Kapsaml\u0131 Rehber ve \u00d6zellikler\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png\" class=\"attachment-medium size-medium wp-image-6883\" alt=\"Yapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor Stratejik G\u00fc\u00e7 Sava\u015f\u0131\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\">\n\t\t\t\tYapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor? Stratejik G\u00fc\u00e7 Sava\u015f\u0131\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Ak\u0131\u015fkanlar Mekani\u011fi ve Yapay Zeka Son y\u0131llarda yapay zeka (AI), b\u00fcy\u00fck bir geli\u015fme g\u00f6stererek g\u00fcnl\u00fck hayat\u0131m\u0131z\u0131n ayr\u0131lmaz bir par\u00e7as\u0131 haline geldi. Uydu g\u00f6r\u00fcnt\u00fcleri, hesaplamal\u0131 foto\u011fraf\u00e7\u0131l\u0131k&hellip;<\/p>","protected":false},"author":1,"featured_media":6282,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[128,17],"class_list":["post-6280","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-akiskanlar-mekanigi","tag-yapay-zeka"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/6280","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/comments?post=6280"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/6280\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/6282"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=6280"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=6280"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=6280"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}