{"id":191,"date":"2022-04-14T08:15:31","date_gmt":"2022-04-14T06:15:31","guid":{"rendered":"https:\/\/websites.fraunhofer.de\/autoqml\/?page_id=191"},"modified":"2025-11-21T09:59:25","modified_gmt":"2025-11-21T08:59:25","slug":"ueber-das-projekt-autoqml","status":"publish","type":"page","link":"https:\/\/www.autoqml.ai\/en\/","title":{"rendered":"About the project"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"191\" class=\"elementor elementor-191\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-95d6d8d elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"95d6d8d\" 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-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-25ac7bc0\" data-id=\"25ac7bc0\" 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-7cbc889e elementor-widget elementor-widget-image\" data-id=\"7cbc889e\" 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<img fetchpriority=\"high\" decoding=\"async\" width=\"768\" height=\"719\" src=\"https:\/\/www.autoqml.ai\/wp-content\/uploads\/2023\/03\/AutoQML_Logo-english.png\" class=\"attachment-medium_large size-medium_large wp-image-70\" alt=\"\" srcset=\"https:\/\/www.autoqml.ai\/wp-content\/uploads\/2023\/03\/AutoQML_Logo-english.png 1039w, https:\/\/www.autoqml.ai\/wp-content\/uploads\/2023\/03\/AutoQML_Logo-english-300x281.png 300w, https:\/\/www.autoqml.ai\/wp-content\/uploads\/2023\/03\/AutoQML_Logo-english-1024x959.png 1024w, https:\/\/www.autoqml.ai\/wp-content\/uploads\/2023\/03\/AutoQML_Logo-english-768x719.png 768w, https:\/\/www.autoqml.ai\/wp-content\/uploads\/2023\/03\/AutoQML_Logo-english-13x12.png 13w, https:\/\/www.autoqml.ai\/wp-content\/uploads\/2023\/03\/AutoQML_Logo-english-600x562.png 600w\" sizes=\"100vw\" \/>\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-50 elementor-top-column elementor-element elementor-element-45e958c4\" data-id=\"45e958c4\" 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-54a13722 elementor-widget elementor-widget-text-editor\" data-id=\"54a13722\" 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>Strong association between research and industry<\/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-3646df6d elementor-widget elementor-widget-heading\" data-id=\"3646df6d\" 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<h3 class=\"elementor-heading-title elementor-size-default\">AutoQML<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48698bc elementor-widget elementor-widget-text-editor\" data-id=\"48698bc\" 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>Das Projekt ist abgeschlossen. Den Abschlussbericht k\u00f6nnen Sie hier herunterladen.\u00a0<\/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-0e24319 elementor-widget elementor-widget-button\" data-id=\"0e24319\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.autoqml.ai\/en\/autoqml-abschlussbericht\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">AutoQML Abschlussbericht<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-789e560a elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"789e560a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-clock\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tGoals\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tThe joint project \"AutoQML\" pursues two main goals: first, the newly developed AutoQML approach is to raise machine learning to a new level. For this purpose, quantum machine learning algorithms (QML algorithms) will be newly developed. On the other hand, the already existing AutoML approach will be significantly improved with quantum computing, because certain problems can be solved faster with the help of quantum computing than with conventional algorithms. \t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a1380f3 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"4a1380f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-clock\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tApproach\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tBased on use cases from the automotive and production sector, new tools, components, methods and algorithms for machine learning with quantum computers will be developed. The tools and methods developed in the project will be integrated into the PlanQK platform as an open source solution and thus made available to (quantum) developers. In addition, new quantum computing software for automated machine learning will be developed, in particular for hybrid QML algorithms using quantum computing.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-49603900 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"49603900\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-clock\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tPlanned outcomes\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tIn the project, components of quantum computing will be integrated into current machine learning solution approaches in order to be able to use the performance, speed and complexity advantages of quantum algorithms in an industrial context. In the so-called AutoQML-Developer Suite - a software library - developed quantum ML components and methods will be brought together in the form of a toolbox and made available to developers in an open source platform. This enables users to apply machine learning and quantum machine learning and to develop hybrid overall solutions. \t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-e463117 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e463117\" 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-a607456\" data-id=\"a607456\" 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-2d070ef elementor-widget elementor-widget-text-editor\" data-id=\"2d070ef\" 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>The approach of the project \"AutoQML\" simply explained (in german)<\/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-800c6b7 elementor-widget elementor-widget-video\" data-id=\"800c6b7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/www.autoqml.ai\/wp-content\/uploads\/2023\/08\/Video-AutoQML-full-1.mp4\" controls=\"\" preload=\"metadata\" controlslist=\"nodownload\" poster=\"https:\/\/www.autoqml.ai\/wp-content\/uploads\/2023\/02\/Standbild_AutoQML-Statement.png\"><\/video>\n\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7852acc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7852acc\" 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-c52f1e9\" data-id=\"c52f1e9\" 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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-8346400 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8346400\" 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-50 elementor-inner-column elementor-element elementor-element-32efca6\" data-id=\"32efca6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-d3b777f\" data-id=\"d3b777f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Starker Verbund zwischen Forschung und Industrie AutoQML Das Projekt ist abgeschlossen. Den Abschlussbericht k\u00f6nnen Sie hier herunterladen.\u00a0 AutoQML Abschlussbericht Ziele Das Verbundprojekt \u00bbAutoQML\u00ab verfolgt zwei wesentliche Ziele: Zum einen soll mit dem neu entwickelten AutoQML-Ansatz das maschinelle Lernen auf ein neues Niveau gehoben werden. Hierf\u00fcr werden Quantum-Machine-Learning-Algorithmen (QML-Algorithmen) neu entwickelt. Zum anderen wird der bereits &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.autoqml.ai\/en\/\" class=\"more-link\">Read more<span class=\"screen-reader-text\"> &#8222;\u00dcber das Projekt&#8220;<\/span><\/a><\/p>","protected":false},"author":2,"featured_media":19,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_theme","meta":{"footnotes":""},"class_list":["post-191","page","type-page","status-publish","has-post-thumbnail","hentry"],"featured_media_urls":{"thumbnail":["https:\/\/www.autoqml.ai\/wp-content\/uploads\/2022\/04\/6399-AutoQML_ke_Web-Bild-4096x1274-2-150x150.jpeg",150,150,true],"medium":["https:\/\/www.autoqml.ai\/wp-content\/uploads\/2022\/04\/6399-AutoQML_ke_Web-Bild-4096x1274-2-300x93.jpeg",300,93,true],"medium_large":["https:\/\/www.autoqml.ai\/wp-content\/uploads\/2022\/04\/6399-AutoQML_ke_Web-Bild-4096x1274-2-768x239.jpeg",768,239,true],"large":["https:\/\/www.autoqml.ai\/wp-content\/uploads\/2022\/04\/6399-AutoQML_ke_Web-Bild-4096x1274-2-1024x319.jpeg",950,296,true],"1536x1536":["https:\/\/www.autoqml.ai\/wp-content\/uploads\/2022\/04\/6399-AutoQML_ke_Web-Bild-4096x1274-2-1536x478.jpeg",1536,478,true],"2048x2048":["https:\/\/www.autoqml.ai\/wp-content\/uploads\/2022\/04\/6399-AutoQML_ke_Web-Bild-4096x1274-2-2048x637.jpeg",2048,637,true],"trp-custom-language-flag":["https:\/\/www.autoqml.ai\/wp-content\/uploads\/2022\/04\/6399-AutoQML_ke_Web-Bild-4096x1274-2-scaled-18x6.jpeg",18,6,true],"inspiro-featured-image":["https:\/\/www.autoqml.ai\/wp-content\/uploads\/2022\/04\/6399-AutoQML_ke_Web-Bild-4096x1274-2-2000x622.jpeg",2000,622,true],"inspiro-loop":["https:\/\/www.autoqml.ai\/wp-content\/uploads\/2022\/04\/6399-AutoQML_ke_Web-Bild-4096x1274-2-950x320.jpeg",950,320,true],"inspiro-loop@2x":["https:\/\/www.autoqml.ai\/wp-content\/uploads\/2022\/04\/6399-AutoQML_ke_Web-Bild-4096x1274-2-1900x640.jpeg",1900,640,true],"portfolio_item-thumbnail":["https:\/\/www.autoqml.ai\/wp-content\/uploads\/2022\/04\/6399-AutoQML_ke_Web-Bild-4096x1274-2-scaled-600x400.jpeg",600,400,true],"portfolio_item-thumbnail@2x":["https:\/\/www.autoqml.ai\/wp-content\/uploads\/2022\/04\/6399-AutoQML_ke_Web-Bild-4096x1274-2-scaled-1200x796.jpeg",1200,796,true],"portfolio_item-masonry":["https:\/\/www.autoqml.ai\/wp-content\/uploads\/2022\/04\/6399-AutoQML_ke_Web-Bild-4096x1274-2-scaled-600x187.jpeg",600,187,true],"portfolio_item-masonry@2x":["https:\/\/www.autoqml.ai\/wp-content\/uploads\/2022\/04\/6399-AutoQML_ke_Web-Bild-4096x1274-2-scaled-1200x373.jpeg",1200,373,true],"portfolio_item-thumbnail_cinema":["https:\/\/www.autoqml.ai\/wp-content\/uploads\/2022\/04\/6399-AutoQML_ke_Web-Bild-4096x1274-2-scaled-800x335.jpeg",800,335,true],"portfolio_item-thumbnail_portrait":["https:\/\/www.autoqml.ai\/wp-content\/uploads\/2022\/04\/6399-AutoQML_ke_Web-Bild-4096x1274-2-scaled-600x796.jpeg",600,796,true],"portfolio_item-thumbnail_portrait@2x":["https:\/\/www.autoqml.ai\/wp-content\/uploads\/2022\/04\/6399-AutoQML_ke_Web-Bild-4096x1274-2-scaled-1200x796.jpeg",1200,796,true],"portfolio_item-thumbnail_square":["https:\/\/www.autoqml.ai\/wp-content\/uploads\/2022\/04\/6399-AutoQML_ke_Web-Bild-4096x1274-2-scaled-800x796.jpeg",800,796,true]},"_links":{"self":[{"href":"https:\/\/www.autoqml.ai\/en\/wp-json\/wp\/v2\/pages\/191","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.autoqml.ai\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.autoqml.ai\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.autoqml.ai\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.autoqml.ai\/en\/wp-json\/wp\/v2\/comments?post=191"}],"version-history":[{"count":77,"href":"https:\/\/www.autoqml.ai\/en\/wp-json\/wp\/v2\/pages\/191\/revisions"}],"predecessor-version":[{"id":1588,"href":"https:\/\/www.autoqml.ai\/en\/wp-json\/wp\/v2\/pages\/191\/revisions\/1588"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.autoqml.ai\/en\/wp-json\/wp\/v2\/media\/19"}],"wp:attachment":[{"href":"https:\/\/www.autoqml.ai\/en\/wp-json\/wp\/v2\/media?parent=191"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}