{"id":1642,"date":"2026-08-05T09:43:41","date_gmt":"2026-08-05T07:43:41","guid":{"rendered":"https:\/\/blog.rwth-aachen.de\/itc-changes\/?p=1642"},"modified":"2026-08-05T10:38:17","modified_gmt":"2026-08-05T08:38:17","slug":"important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus","status":"publish","type":"post","link":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/2026\/08\/05\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\/","title":{"rendered":"Important changes to RWTH-s project application procedures with AI\/ML focus"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Dear cluster user,<br \/><br \/>As you know, our HPC cluster operates under a 1-cluster-concept [1], integrating multiple funding sources with distinct budget allocations:<br \/><br \/><\/p>\r\n<ul>\r\n<li>NHR share (Tier-2)<\/li>\r\n<li>Local RWTH-specific projects (Tier-3)<\/li>\r\n<li>AI Service Center WestAI projects<\/li>\r\n<\/ul>\r\n<p>For detailed information on compute time project catalogs, resource contingents, conditions, and application instructions, please refer to our documentation [2].<br \/><br \/>Current Situation and New Application Guidelines<\/p>\r\n<p>The RWTH-s (Tier-3) project quota for our machine learning segment (GPU partition) is still overbooked. To address this imbalance, we will implement the following changes for new RWTH-S project applications, effective August 18th, 2026. Existing granted projects will not be affected.<br \/><br \/>1) Apply for a WestAI Project when:<\/p>\r\n<ul>\r\n<li>You require only GPU resources (no additional CPU resources required).<\/li>\r\n<li>Your project involves Machine Learning (ML) or Artificial Intelligence (AI) methods.<\/li>\r\n<\/ul>\r\n<p><br \/>Note:<\/p>\r\n<ul>\r\n<li>We will formally reject all RWTH-S applications with a clear ML \/ AI context and kindly ask you to resubmit as WestAI project.<\/li>\r\n<li>WestAI projects can be submitted as extensions\/prolongations of existing RWTH-S projects, allowing you to retain your current project directories and submit scripts<\/li>\r\n<li>WestAI projects offer the additional benefit of selecting between CL*AIX-2023 and CLAIX-2025 GPU nodes, an option not available for RWTH-S projects.<\/li>\r\n<\/ul>\r\n<p><br \/>2) Apply for an RWTH-S project when:<\/p>\r\n<ul>\r\n<li>You require CPU-only resources in the HPC segment (CPU partition).<\/li>\r\n<li>You require GPU resources, but your project has *no* ML\/AI context.<\/li>\r\n<\/ul>\r\n<p>For further questions or clarifications, please contact our service desk at servicedesk@itc.rwth-aachen.de<br \/><br \/>Kind regards,<br \/>Your HPC Team<br \/><br \/>[1] https:\/\/www.hpc.itc.rwth-aachen.de\/cms\/hpc\/systeme-services\/systeme\/~bcmmlp\/betriebskonzept\/?lidx=1<br \/>[2] https:\/\/help.itc.rwth-aachen.de\/service\/rhr4fjjutttf\/article\/45825b06afb647e194be4a5b9f5b8768\/<\/p>","protected":false},"excerpt":{"rendered":"<p>Dear cluster user, As you know, our HPC cluster operates under a 1-cluster-concept [1], integrating multiple funding sources with distinct budget allocations: NHR share (Tier-2) Local RWTH-specific projects (Tier-3) AI [&hellip;]<\/p>\n","protected":false},"author":2857,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"c2c_always_allow_admin_comments":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1642","post","type-post","status-publish","format-standard","hentry","category-hpc"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.8 - aioseo.com -->\n\t<meta name=\"description\" content=\"Dear cluster user,As you know, our HPC cluster operates under a 1-cluster-concept [1], integrating multiple funding sources with distinct budget allocations: NHR share (Tier-2) Local RWTH-specific projects (Tier-3) AI Service Center WestAI projects For detailed information on compute time project catalogs, resource contingents, conditions, and application instructions, please refer to our documentation [2].Current Situation and\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Kapinos, Paul\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/2026\/08\/05\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.8\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"IT Center Changes - Change Logs des IT Centers\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Important changes to RWTH-s project application procedures with AI\/ML focus Important changes to RWTH-s project application procedures with AI\/ML focus Important changes to RWTH-s project application procedures with AI\/ML focus - IT Center Changes\" \/>\n\t\t<meta property=\"og:description\" content=\"Dear cluster user,As you know, our HPC cluster operates under a 1-cluster-concept [1], integrating multiple funding sources with distinct budget allocations: NHR share (Tier-2) Local RWTH-specific projects (Tier-3) AI Service Center WestAI projects For detailed information on compute time project catalogs, resource contingents, conditions, and application instructions, please refer to our documentation [2].Current Situation and\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/2026\/08\/05\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\/\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2026-08-05T07:43:41+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2026-08-05T08:38:17+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:title\" content=\"Important changes to RWTH-s project application procedures with AI\/ML focus Important changes to RWTH-s project application procedures with AI\/ML focus Important changes to RWTH-s project application procedures with AI\/ML focus - IT Center Changes\" \/>\n\t\t<meta name=\"twitter:description\" content=\"Dear cluster user,As you know, our HPC cluster operates under a 1-cluster-concept [1], integrating multiple funding sources with distinct budget allocations: NHR share (Tier-2) Local RWTH-specific projects (Tier-3) AI Service Center WestAI projects For detailed information on compute time project catalogs, resource contingents, conditions, and application instructions, please refer to our documentation [2].Current Situation and\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BlogPosting\",\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/2026\\\/08\\\/05\\\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\\\/#blogposting\",\"name\":\"Important changes to RWTH-s project application procedures with AI\\\/ML focus Important changes to RWTH-s project application procedures with AI\\\/ML focus Important changes to RWTH-s project application procedures with AI\\\/ML focus - IT Center Changes\",\"headline\":\"Important changes to RWTH-s project application procedures with AI\\\/ML focus\",\"author\":{\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/author\\\/2857\\\/#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/#organization\"},\"datePublished\":\"2026-08-05T09:43:41+02:00\",\"dateModified\":\"2026-08-05T10:38:17+02:00\",\"inLanguage\":\"en-US\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/2026\\\/08\\\/05\\\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\\\/#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/2026\\\/08\\\/05\\\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\\\/#webpage\"},\"articleSection\":\"RWTH-HPC\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/2026\\\/08\\\/05\\\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\\\/#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en#listItem\",\"position\":1,\"name\":\"Zu Hause\",\"item\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/category\\\/hpc\\\/#listItem\",\"name\":\"RWTH-HPC\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/category\\\/hpc\\\/#listItem\",\"position\":2,\"name\":\"RWTH-HPC\",\"item\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/category\\\/hpc\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/2026\\\/08\\\/05\\\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\\\/#listItem\",\"name\":\"Important changes to RWTH-s project application procedures with AI\\\/ML focus\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en#listItem\",\"name\":\"Zu Hause\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/2026\\\/08\\\/05\\\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\\\/#listItem\",\"position\":3,\"name\":\"Important changes to RWTH-s project application procedures with AI\\\/ML focus\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/category\\\/hpc\\\/#listItem\",\"name\":\"RWTH-HPC\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/#organization\",\"name\":\"IT Center Changes\",\"description\":\"Change Logs des IT Centers\",\"url\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/author\\\/2857\\\/#author\",\"url\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/author\\\/2857\\\/\",\"name\":\"Kapinos, Paul\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/2026\\\/08\\\/05\\\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\\\/#authorImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/6891b5afb5f1605bdbbae292743bb20d5da7dd1bf30b34902ca3c0b86905334c?s=96&d=mm&r=g\",\"width\":96,\"height\":96,\"caption\":\"Kapinos, Paul\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/2026\\\/08\\\/05\\\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\\\/#webpage\",\"url\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/2026\\\/08\\\/05\\\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\\\/\",\"name\":\"Important changes to RWTH-s project application procedures with AI\\\/ML focus Important changes to RWTH-s project application procedures with AI\\\/ML focus Important changes to RWTH-s project application procedures with AI\\\/ML focus - IT Center Changes\",\"description\":\"Dear cluster user,As you know, our HPC cluster operates under a 1-cluster-concept [1], integrating multiple funding sources with distinct budget allocations: NHR share (Tier-2) Local RWTH-specific projects (Tier-3) AI Service Center WestAI projects For detailed information on compute time project catalogs, resource contingents, conditions, and application instructions, please refer to our documentation [2].Current Situation and\",\"inLanguage\":\"en-US\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/2026\\\/08\\\/05\\\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\\\/#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/author\\\/2857\\\/#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/author\\\/2857\\\/#author\"},\"datePublished\":\"2026-08-05T09:43:41+02:00\",\"dateModified\":\"2026-08-05T10:38:17+02:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/\",\"name\":\"IT Center Changes\",\"description\":\"Change Logs des IT Centers\",\"inLanguage\":\"en-US\",\"publisher\":{\"@id\":\"https:\\\/\\\/blog.rwth-aachen.de\\\/itc-changes\\\/en\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"Important changes to RWTH-s project application procedures with AI\/ML focus Important changes to RWTH-s project application procedures with AI\/ML focus Important changes to RWTH-s project application procedures with AI\/ML focus - IT Center Changes","description":"Dear cluster user,As you know, our HPC cluster operates under a 1-cluster-concept [1], integrating multiple funding sources with distinct budget allocations: NHR share (Tier-2) Local RWTH-specific projects (Tier-3) AI Service Center WestAI projects For detailed information on compute time project catalogs, resource contingents, conditions, and application instructions, please refer to our documentation [2].Current Situation and","canonical_url":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/2026\/08\/05\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\/","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"BlogPosting","@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/2026\/08\/05\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\/#blogposting","name":"Important changes to RWTH-s project application procedures with AI\/ML focus Important changes to RWTH-s project application procedures with AI\/ML focus Important changes to RWTH-s project application procedures with AI\/ML focus - IT Center Changes","headline":"Important changes to RWTH-s project application procedures with AI\/ML focus","author":{"@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/author\/2857\/#author"},"publisher":{"@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/#organization"},"datePublished":"2026-08-05T09:43:41+02:00","dateModified":"2026-08-05T10:38:17+02:00","inLanguage":"en-US","mainEntityOfPage":{"@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/2026\/08\/05\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\/#webpage"},"isPartOf":{"@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/2026\/08\/05\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\/#webpage"},"articleSection":"RWTH-HPC"},{"@type":"BreadcrumbList","@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/2026\/08\/05\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\/#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en#listItem","position":1,"name":"Zu Hause","item":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en","nextItem":{"@type":"ListItem","@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/category\/hpc\/#listItem","name":"RWTH-HPC"}},{"@type":"ListItem","@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/category\/hpc\/#listItem","position":2,"name":"RWTH-HPC","item":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/category\/hpc\/","nextItem":{"@type":"ListItem","@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/2026\/08\/05\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\/#listItem","name":"Important changes to RWTH-s project application procedures with AI\/ML focus"},"previousItem":{"@type":"ListItem","@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en#listItem","name":"Zu Hause"}},{"@type":"ListItem","@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/2026\/08\/05\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\/#listItem","position":3,"name":"Important changes to RWTH-s project application procedures with AI\/ML focus","previousItem":{"@type":"ListItem","@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/category\/hpc\/#listItem","name":"RWTH-HPC"}}]},{"@type":"Organization","@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/#organization","name":"IT Center Changes","description":"Change Logs des IT Centers","url":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/"},{"@type":"Person","@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/author\/2857\/#author","url":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/author\/2857\/","name":"Kapinos, Paul","image":{"@type":"ImageObject","@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/2026\/08\/05\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\/#authorImage","url":"https:\/\/secure.gravatar.com\/avatar\/6891b5afb5f1605bdbbae292743bb20d5da7dd1bf30b34902ca3c0b86905334c?s=96&d=mm&r=g","width":96,"height":96,"caption":"Kapinos, Paul"}},{"@type":"WebPage","@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/2026\/08\/05\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\/#webpage","url":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/2026\/08\/05\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\/","name":"Important changes to RWTH-s project application procedures with AI\/ML focus Important changes to RWTH-s project application procedures with AI\/ML focus Important changes to RWTH-s project application procedures with AI\/ML focus - IT Center Changes","description":"Dear cluster user,As you know, our HPC cluster operates under a 1-cluster-concept [1], integrating multiple funding sources with distinct budget allocations: NHR share (Tier-2) Local RWTH-specific projects (Tier-3) AI Service Center WestAI projects For detailed information on compute time project catalogs, resource contingents, conditions, and application instructions, please refer to our documentation [2].Current Situation and","inLanguage":"en-US","isPartOf":{"@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/#website"},"breadcrumb":{"@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/2026\/08\/05\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\/#breadcrumblist"},"author":{"@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/author\/2857\/#author"},"creator":{"@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/author\/2857\/#author"},"datePublished":"2026-08-05T09:43:41+02:00","dateModified":"2026-08-05T10:38:17+02:00"},{"@type":"WebSite","@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/#website","url":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/","name":"IT Center Changes","description":"Change Logs des IT Centers","inLanguage":"en-US","publisher":{"@id":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/#organization"}}]},"og:locale":"en_US","og:site_name":"IT Center Changes - Change Logs des IT Centers","og:type":"article","og:title":"Important changes to RWTH-s project application procedures with AI\/ML focus Important changes to RWTH-s project application procedures with AI\/ML focus Important changes to RWTH-s project application procedures with AI\/ML focus - IT Center Changes","og:description":"Dear cluster user,As you know, our HPC cluster operates under a 1-cluster-concept [1], integrating multiple funding sources with distinct budget allocations: NHR share (Tier-2) Local RWTH-specific projects (Tier-3) AI Service Center WestAI projects For detailed information on compute time project catalogs, resource contingents, conditions, and application instructions, please refer to our documentation [2].Current Situation and","og:url":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/2026\/08\/05\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\/","article:published_time":"2026-08-05T07:43:41+00:00","article:modified_time":"2026-08-05T08:38:17+00:00","twitter:card":"summary_large_image","twitter:title":"Important changes to RWTH-s project application procedures with AI\/ML focus Important changes to RWTH-s project application procedures with AI\/ML focus Important changes to RWTH-s project application procedures with AI\/ML focus - IT Center Changes","twitter:description":"Dear cluster user,As you know, our HPC cluster operates under a 1-cluster-concept [1], integrating multiple funding sources with distinct budget allocations: NHR share (Tier-2) Local RWTH-specific projects (Tier-3) AI Service Center WestAI projects For detailed information on compute time project catalogs, resource contingents, conditions, and application instructions, please refer to our documentation [2].Current Situation and"},"aioseo_meta_data":{"post_id":"1642","title":"#post_title #post_title #post_title #separator_sa #site_title","description":null,"keywords":null,"keyphrases":{"focus":{"keyphrase":"","score":0,"analysis":{"keyphraseInTitle":{"score":0,"maxScore":9,"error":1}}},"additional":[]},"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":"","og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"BlogPosting","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":"-1","robots_max_videopreview":"-1","robots_max_imagepreview":"large","priority":null,"frequency":"default","local_seo":null,"breadcrumb_settings":null,"limit_modified_date":false,"ai":{"faqs":[],"keyPoints":[],"schemas":[],"titles":[],"descriptions":[],"socialPosts":{"email":[],"linkedin":[],"twitter":[],"facebook":[],"instagram":[]}},"created":"2026-08-05 07:43:41","updated":"2026-08-06 07:48:29","seo_analyzer_scan_date":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\" title=\"Zu Hause\">Zu Hause<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/category\/hpc\/\" title=\"RWTH-HPC\">RWTH-HPC<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tImportant changes to RWTH-s project application procedures with AI\/ML focus\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Zu Hause","link":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en"},{"label":"RWTH-HPC","link":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/category\/hpc\/"},{"label":"Important changes to RWTH-s project application procedures with AI\/ML focus","link":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/2026\/08\/05\/important-changes-to-rwth-s-project-application-procedures-with-ai-ml-focus\/"}],"_links":{"self":[{"href":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/wp-json\/wp\/v2\/posts\/1642","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/wp-json\/wp\/v2\/users\/2857"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/wp-json\/wp\/v2\/comments?post=1642"}],"version-history":[{"count":4,"href":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/wp-json\/wp\/v2\/posts\/1642\/revisions"}],"predecessor-version":[{"id":1647,"href":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/wp-json\/wp\/v2\/posts\/1642\/revisions\/1647"}],"wp:attachment":[{"href":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/wp-json\/wp\/v2\/media?parent=1642"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/wp-json\/wp\/v2\/categories?post=1642"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.rwth-aachen.de\/itc-changes\/en\/wp-json\/wp\/v2\/tags?post=1642"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}