{"id":727923,"date":"2024-09-02T05:15:39","date_gmt":"2024-09-02T10:15:39","guid":{"rendered":"https:\/\/www.capgemini.com\/us-en\/?p=727923&#038;preview=true&#038;preview_id=727923"},"modified":"2025-03-06T05:17:18","modified_gmt":"2025-03-06T10:17:18","slug":"the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/","title":{"rendered":"The quantum computing teams of the BMW Group and Capgemini benchmark quantum computing applications with Quark"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-blogs header-hero-blogs\"><div class=\"container\"><div class=\"hero-blogs\"><div class=\"hero-blogs-content-wrapper\"><div class=\"row\"><div class=\"col-12\"><div class=\"header-title\"><h1>The quantum computing teams of the BMW Group and Capgemini benchmark quantum computing applications with Quark<\/h1><\/div><\/div><\/div><\/div><div class=\"hero-blogs-bottom\"><div class=\"header-author\"><div class=\"author-img\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2021\/05\/Julian-van-Velzen550x305-1-e1664172297190-1.jpg?w=200&amp;quality=10\" alt=\"Julian van Velzen\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Julian van Velzen<\/h5><h5 class=\"blog-date\">25 Jul 2024<\/h5><\/div><\/div><div class=\"brand-image\"> <\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?=http:\/\/capgeminiucwe.develop\/?post_type=press-release&amp;p=179\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-tw\"><a href=\"https:\/\/twitter.com\/intent\/tweet?=http:\/\/capgeminiucwe.develop\/?post_type=press-release&amp;p=179\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-tw\"><\/i><span class=\"sr-only\">Twitter<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?=http:\/\/capgeminiucwe.develop\/?post_type=press-release&amp;p=179\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><div class=\"article-text article-quote-text\">\n<h2 class=\"wp-block-heading\" id=\"h-quantum-computing-has-the-potential-to-solve-industry-relevant-problems-in-the-near-future-but-what-applications-are-the-most-promising\"><strong>Quantum computing has the potential to solve industry-relevant problems in the near future. But what applications are the most promising? <\/strong><\/h2>\n\n\n\n<p>Which optimization algorithm or machine learning model is best-suited for any given use case? And what quantum hardware technology performs best in the most important metrics?<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-why-quark\"><strong>Why QUARK?<\/strong><\/h4>\n\n\n\n<p>The BMW Group and Capgemini have recently joined forces to explore the potential of quantum computing, with a particular focus on benchmarking quantum algorithms using the Quantum Computing Application Benchmarking (QUARK) framework. QUARK is a standardized benchmarking tool that aims to provide an unbiased assessment of quantum computing performance.<\/p>\n\n\n\n<p>One of the key advantages of QUARK is its ability to offer an unbiased framework for evaluating quantum algorithms and quantum machine learning (QML) training models. This is particularly important in the rapidly evolving field of quantum computing, where different hardware platforms and approaches are being developed. QUARK&#8217;s open-source nature and neutrality ensures that the benchmarking process is not skewed towards any specific vendor or technology.<\/p>\n\n\n\n<p>QUARK addresses the challenges inherent in benchmarking QML methods and optimization algorithms. These tasks are notoriously difficult to assess, as they often involve complex interactions between the algorithm, the problem instance, and the quantum hardware. QUARK provides a structured framework to tackle these challenges, enabling a more comprehensive and meaningful evaluation of quantum computing capabilities.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-why-maximum-independent-set-problems\"><strong>Why Maximum Independent Set Problems?<\/strong><\/h4>\n\n\n\n<p>The variety of industry-relevant combinatorial optimization problems is immense. They involve finding the best solution from a large number of possible configurations. Quantum computers, with their ability to explore multiple solutions simultaneously, have the potential to outperform classical computers in solving these complex optimization problems.<\/p>\n\n\n\n<p>Many optimization use cases, such as sensor placement, windmill placement, and traffic optimization, can be modelled as maximum independent set (MIS) problems. Neutral atom based quantum devices benefit from the structure of this problem class and could be a candidate for an early quantum advantage. By leveraging the QUARK framework, the teams can rigorously assess the performance of such devices on these real-world applications, providing valuable insights into the practical applications of quantum computing.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-next-steps-and-challenges\"><strong>Next Steps and Challenges<\/strong><\/h4>\n\n\n\n<p>As the BMW Group and Capgemini continue to develop and work on the QUARK framework, the next steps will involve further development and refinement of the QUARK framework, particularly in the area of graph coloring problems. This will allow the teams to benchmark quantum algorithms on a wider range of optimization challenges, pushing the boundaries of what is possible with quantum computing.<\/p>\n\n\n\n<p>The methods generated in the coming weeks and months will undoubtedly challenge quantum hardware providers. By using objective benchmarks with open-source tools like QUARK, the providers can transparently and directly compare the performance for different applications across different quantum technologies. We hope the neutral atom quantum computer providers will join in the open benchmarking methodology, as this will help drive the development of more powerful and efficient quantum hardware, ultimately accelerating the adoption of quantum computing in various industries.<\/p>\n\n\n\n<p>The quantum computing teams of the BMW Group and Capgemini are very excited to develop and work with this framework and to answer the question: which device will provide a real quantum advantage first?<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-wrapper-people-slider section section--expert-slider wrapper-people-slider undefined\"><div class=\"container\"><div class=\"content-title\"><h2 data-maxlength=\"34\" class=\"people-heading-title\">Meet the Authors<\/h2><\/div><\/div><div class=\"slider slider-boxed\"><div class=\"container\"><div class=\"slider-window\"><div class=\"slider-list\">\t\t<div class=\"slide\">\n\t\t\t<div class=\"box\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-6 col-lg-4 box-img-wrapper\">\n\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2021\/05\/Julian-van-Velzen550x305-1-e1664172297190-1.jpg\" alt=\"Julian van Velzen\"\/>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"col-md-6 col-lg-8 box-inner\">\n\t\t\t\t\t\t<div class=\"row title-social-media-header\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 mbl-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"https:\/\/www.linkedin.com\/in\/julian-van-velzen-60877283\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 box-container\">\n\t\t\t\t\t\t\t\t<div class=\"box-title\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"people-profile-title\">Julian van Velzen<\/h3>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>Principal, Head of Quantum Lab<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"https:\/\/www.linkedin.com\/in\/julian-van-velzen-60877283\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"people-info\">I\u2019m passionate about the possibilities of quantum technologies and proud to be putting Capgemini\u2019s investment in quantum on the map. With our Quantum Lab, a global network of quantum experts, partners, and facilities, we\u2019re exploring with our clients how we can apply research, build demos, and help solve business and societal problems that till now have seemed intractable. It\u2019s exciting to be at the forefront of this disruptive technology, where I can use my background in physics and experience in digital transformation to help clients kick-start their quantum journey. Making the impossible possible!<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div><\/div><\/div><div class=\"slider-nav\"><button class=\"slider-prev inactive\" aria-label=\"Slider-previous\" tabindex=\"-1\"><\/button><ul class=\"slider-paginator\"><\/ul><button class=\"slider-next\" aria-label=\"Slider-next\"><\/button><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":365,"featured_media":727929,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"3f389e7b-32f3-411d-a0c0-a282689e3934\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":true,"cg_dt_link_disabled":false,"_yoast_wpseo_primary_brand":"","_jetpack_memberships_contains_paid_content":false,"footnotes":"","featured_focal_points":""},"categories":[1],"tags":[],"brand":[],"service":[],"industry":[],"partners":[],"blog-topic":[285],"content-group":[],"class_list":["post-727923","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","blog-topic-innovation"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v22.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>The quantum computing teams of the BMW Group and Capgemini benchmark quantum computing applications with Quark - Capgemini USA<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The quantum computing teams of the BMW Group and Capgemini benchmark quantum computing applications with Quark\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/\" \/>\n<meta property=\"og:site_name\" content=\"Capgemini USA\" \/>\n<meta property=\"article:published_time\" content=\"2024-09-02T10:15:39+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-03-06T10:17:18+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2025\/10\/New-Web-preview-global.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"627\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Julian van Velzen\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"kishorekumarmunirathinam\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/\",\"url\":\"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/\",\"name\":\"The quantum computing teams of the BMW Group and Capgemini benchmark quantum computing applications with Quark - Capgemini USA\",\"isPartOf\":{\"@id\":\"https:\/\/www.capgemini.com\/us-en\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/09\/Automotive_22_Design-1-1.jpg\",\"datePublished\":\"2024-09-02T10:15:39+00:00\",\"dateModified\":\"2025-03-06T10:17:18+00:00\",\"author\":{\"@id\":\"https:\/\/www.capgemini.com\/us-en\/#\/schema\/person\/b5ed9c851d46a5e23a780eea03972c5c\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/#primaryimage\",\"url\":\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/09\/Automotive_22_Design-1-1.jpg\",\"contentUrl\":\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/09\/Automotive_22_Design-1-1.jpg\",\"width\":1920,\"height\":1080},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.capgemini.com\/us-en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"The quantum computing teams of the BMW Group and Capgemini benchmark quantum computing applications with Quark\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.capgemini.com\/us-en\/#website\",\"url\":\"https:\/\/www.capgemini.com\/us-en\/\",\"name\":\"Capgemini USA\",\"description\":\"Just another www.capgemini.com site\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.capgemini.com\/us-en\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.capgemini.com\/us-en\/#\/schema\/person\/b5ed9c851d46a5e23a780eea03972c5c\",\"name\":\"kishorekumarmunirathinam\",\"url\":\"https:\/\/www.capgemini.com\/us-en\/author\/kishorekumarmunirathinam\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"The quantum computing teams of the BMW Group and Capgemini benchmark quantum computing applications with Quark - Capgemini USA","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/","og_locale":"en_US","og_type":"article","og_title":"The quantum computing teams of the BMW Group and Capgemini benchmark quantum computing applications with Quark","og_url":"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/","og_site_name":"Capgemini USA","article_published_time":"2024-09-02T10:15:39+00:00","article_modified_time":"2025-03-06T10:17:18+00:00","og_image":[{"width":1200,"height":627,"url":"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2025\/10\/New-Web-preview-global.jpg","type":"image\/jpeg"}],"author":"Julian van Velzen","twitter_card":"summary_large_image","twitter_misc":{"Written by":"kishorekumarmunirathinam","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/","url":"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/","name":"The quantum computing teams of the BMW Group and Capgemini benchmark quantum computing applications with Quark - Capgemini USA","isPartOf":{"@id":"https:\/\/www.capgemini.com\/us-en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/#primaryimage"},"image":{"@id":"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/#primaryimage"},"thumbnailUrl":"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/09\/Automotive_22_Design-1-1.jpg","datePublished":"2024-09-02T10:15:39+00:00","dateModified":"2025-03-06T10:17:18+00:00","author":{"@id":"https:\/\/www.capgemini.com\/us-en\/#\/schema\/person\/b5ed9c851d46a5e23a780eea03972c5c"},"breadcrumb":{"@id":"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/#primaryimage","url":"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/09\/Automotive_22_Design-1-1.jpg","contentUrl":"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/09\/Automotive_22_Design-1-1.jpg","width":1920,"height":1080},{"@type":"BreadcrumbList","@id":"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.capgemini.com\/us-en\/"},{"@type":"ListItem","position":2,"name":"The quantum computing teams of the BMW Group and Capgemini benchmark quantum computing applications with Quark"}]},{"@type":"WebSite","@id":"https:\/\/www.capgemini.com\/us-en\/#website","url":"https:\/\/www.capgemini.com\/us-en\/","name":"Capgemini USA","description":"Just another www.capgemini.com site","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.capgemini.com\/us-en\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/www.capgemini.com\/us-en\/#\/schema\/person\/b5ed9c851d46a5e23a780eea03972c5c","name":"kishorekumarmunirathinam","url":"https:\/\/www.capgemini.com\/us-en\/author\/kishorekumarmunirathinam\/"}]}},"blog_topic_info":[{"id":285,"name":"Innovation"}],"taxonomy_info":{"category":[{"id":1,"name":"Uncategorized","slug":"uncategorized"}],"blog-topic":[{"id":285,"name":"Innovation","slug":"innovation"}]},"parsely":{"version":"1.1.0","canonical_url":"https:\/\/capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/","smart_links":{"inbound":0,"outbound":0},"traffic_boost_suggestions_count":0,"meta":{"@context":"https:\/\/schema.org","@type":"NewsArticle","headline":"The quantum computing teams of the BMW Group and Capgemini benchmark quantum computing applications with Quark","url":"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/","mainEntityOfPage":{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/"},"thumbnailUrl":"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/09\/Automotive_22_Design-1-1.jpg?w=150&h=150&crop=1","image":{"@type":"ImageObject","url":"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/09\/Automotive_22_Design-1-1.jpg"},"articleSection":"Uncategorized","author":[],"creator":[],"publisher":{"@type":"Organization","name":"Capgemini USA","logo":""},"keywords":[],"dateCreated":"2024-09-02T10:15:39Z","datePublished":"2024-09-02T10:15:39Z","dateModified":"2025-03-06T10:17:18Z"},"rendered":"<meta name=\"parsely-title\" content=\"The quantum computing teams of the BMW Group and Capgemini benchmark quantum computing applications with Quark\" \/>\n<meta name=\"parsely-link\" content=\"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/the-quantum-computing-teams-of-the-bmw-group-and-capgemini-benchmark-quantum-computing-applications-with-quark\/\" \/>\n<meta name=\"parsely-type\" content=\"post\" \/>\n<meta name=\"parsely-image-url\" content=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/09\/Automotive_22_Design-1-1.jpg?w=150&amp;h=150&amp;crop=1\" \/>\n<meta name=\"parsely-pub-date\" content=\"2024-09-02T10:15:39Z\" \/>\n<meta name=\"parsely-section\" content=\"Uncategorized\" \/>","tracker_url":"https:\/\/cdn.parsely.com\/keys\/capgemini.com\/p.js"},"jetpack_featured_media_url":"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/09\/Automotive_22_Design-1-1.jpg","archive_status":false,"featured_image_src":"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/09\/Automotive_22_Design-1-1.jpg","featured_image_alt":"","jetpack-related-posts":[{"id":705114,"url":"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/unleashing-the-power-of-quantum-computing-the-imperative-for-application-research\/","url_meta":{"origin":727923,"position":0},"title":"Unleashing the power of quantum computing: The imperative for application research","author":"andreafedderson","date":"July 17, 2023","format":false,"excerpt":"Unleashing the power of quantum computing: The imperative for application researchJulian van VelzenJul 17, 2023 FacebookTwitterLinkedin As we approach the era of quantum advantage, where quantum computers outperform classical computers for specific tasks, exploring how we can harness the potential of quantum computing and algorithms for real-world applications becomes crucial.\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2023\/07\/Capture-decran-2023-08-31-a-10.56.51.webp?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2023\/07\/Capture-decran-2023-08-31-a-10.56.51.webp?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2023\/07\/Capture-decran-2023-08-31-a-10.56.51.webp?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2023\/07\/Capture-decran-2023-08-31-a-10.56.51.webp?resize=700%2C400&ssl=1 2x"},"classes":[]},{"id":737079,"url":"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/beyond-the-hype-why-googles-willow-alone-does-not-bring-you-closer-to-practical-applications\/","url_meta":{"origin":727923,"position":1},"title":"Beyond the hype: Why Google\u2019s Willow alone does not bring you closer to practical applications","author":"bedantadas","date":"February 18, 2025","format":false,"excerpt":"Beyond the hype: Why Google's Willow alone does not bring you closer to practical applicationsCamille de ValkDec 24, 2024 FacebookLinkedin The recent announcement of Google [link] has gained a lot of attention [1]. Google Quantum AI announced their new quantum chip Willow, which demonstrates notable improvements in reliability and speed.\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2025\/02\/GettyImages-2163707236.jpeg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2025\/02\/GettyImages-2163707236.jpeg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2025\/02\/GettyImages-2163707236.jpeg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2025\/02\/GettyImages-2163707236.jpeg?resize=700%2C400&ssl=1 2x"},"classes":[]},{"id":750771,"url":"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/preparing-for-quantum-value-with-pasqal\/","url_meta":{"origin":727923,"position":2},"title":"Preparing for quantum value with Pasqal\u00a0","author":"bedantadas","date":"July 2, 2024","format":false,"excerpt":"Quantum Computing has the potential to revolutionize many industries by solving complex challenges that classical computers cannot yet solve or that they struggle to solve (*), given the enormous computational requirements and the long time to get the needed results.\u00a0\u00a0","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"Pasqal Header image for webpage","src":"https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2025\/08\/Pasqal_Header-image-for-webpage_2880-x-1800.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2025\/08\/Pasqal_Header-image-for-webpage_2880-x-1800.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2025\/08\/Pasqal_Header-image-for-webpage_2880-x-1800.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2025\/08\/Pasqal_Header-image-for-webpage_2880-x-1800.jpg?resize=700%2C400&ssl=1 2x"},"classes":[]},{"id":750790,"url":"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/quantum-computing-the-hype-is-real-how-to-get-going\/","url_meta":{"origin":727923,"position":3},"title":"Quantum computing: The hype is real\u2014how to get going?","author":"bedantadas","date":"August 6, 2025","format":false,"excerpt":"Together with Fraunhofer and the German Federal Office for Information Security (BSI), we explored that unsettled question and found something sensible to do today. There are two effective ways in which organizations can start preparing for the quantum revolution.","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2025\/08\/quantum-world1.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2025\/08\/quantum-world1.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2025\/08\/quantum-world1.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2025\/08\/quantum-world1.jpg?resize=700%2C400&ssl=1 2x"},"classes":[]},{"id":749210,"url":"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/preparing-for-the-future-of-quantum\/","url_meta":{"origin":727923,"position":4},"title":"Preparing for the future of quantum","author":"bedantadas","date":"July 9, 2025","format":false,"excerpt":"How Capgemini and Airbus partnered to explore the potential of quantum computing in advancing materials science for aerospace innovation.","rel":"","context":"In \"Artificial Intelligence\"","block_context":{"text":"Artificial Intelligence","link":"https:\/\/www.capgemini.com\/us-en\/tag\/artificial-intelligence\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2025\/07\/Aircraft-mechanic-in-the-hangar-909517128_8256x5504.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2025\/07\/Aircraft-mechanic-in-the-hangar-909517128_8256x5504.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2025\/07\/Aircraft-mechanic-in-the-hangar-909517128_8256x5504.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2025\/07\/Aircraft-mechanic-in-the-hangar-909517128_8256x5504.jpg?resize=700%2C400&ssl=1 2x"},"classes":[]},{"id":731820,"url":"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/key-takeaways-from-biotechx-2024-a-shift-towards-realism-and-practical-applications\/","url_meta":{"origin":727923,"position":5},"title":"Key Takeaways from BioTechX 2024: A Shift Towards Realism and Practical Applications","author":"elishavalekar","date":"November 19, 2024","format":false,"excerpt":"Key Takeaways from BioTechX 2024: A Shift Towards Realism and Practical ApplicationsCapgeminiNov 6, 2024 FacebookLinkedinThe BioTechX event in Basel in October was a major gathering for biotech and pharma professionals. This year, there was a different vibe compared to last year. This year's event marked a noticeable shift from the\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/11\/GettyImages-1090243542.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/11\/GettyImages-1090243542.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/11\/GettyImages-1090243542.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/11\/GettyImages-1090243542.jpg?resize=700%2C400&ssl=1 2x"},"classes":[]}],"jetpack_sharing_enabled":true,"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"Capgemini USA","distributor_original_site_url":"https:\/\/www.capgemini.com\/us-en","push-errors":false,"featured_image_url":"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/09\/Automotive_22_Design-1-1.jpg","author_title":"Julian van Velzen","author_thumbnail_url":"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2021\/05\/Julian-van-Velzen550x305-1-e1664172297190-1.jpg?w=323","author_thumbnail_alt":"Julian van Velzen","_links":{"self":[{"href":"https:\/\/www.capgemini.com\/us-en\/wp-json\/wp\/v2\/posts\/727923","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.capgemini.com\/us-en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.capgemini.com\/us-en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/us-en\/wp-json\/wp\/v2\/users\/365"}],"replies":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/us-en\/wp-json\/wp\/v2\/comments?post=727923"}],"version-history":[{"count":3,"href":"https:\/\/www.capgemini.com\/us-en\/wp-json\/wp\/v2\/posts\/727923\/revisions"}],"predecessor-version":[{"id":742128,"href":"https:\/\/www.capgemini.com\/us-en\/wp-json\/wp\/v2\/posts\/727923\/revisions\/742128"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/us-en\/wp-json\/wp\/v2\/media\/727929"}],"wp:attachment":[{"href":"https:\/\/www.capgemini.com\/us-en\/wp-json\/wp\/v2\/media?parent=727923"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.capgemini.com\/us-en\/wp-json\/wp\/v2\/categories?post=727923"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.capgemini.com\/us-en\/wp-json\/wp\/v2\/tags?post=727923"},{"taxonomy":"brand","embeddable":true,"href":"https:\/\/www.capgemini.com\/us-en\/wp-json\/wp\/v2\/brand?post=727923"},{"taxonomy":"service","embeddable":true,"href":"https:\/\/www.capgemini.com\/us-en\/wp-json\/wp\/v2\/service?post=727923"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.capgemini.com\/us-en\/wp-json\/wp\/v2\/industry?post=727923"},{"taxonomy":"partners","embeddable":true,"href":"https:\/\/www.capgemini.com\/us-en\/wp-json\/wp\/v2\/partners?post=727923"},{"taxonomy":"blog-topic","embeddable":true,"href":"https:\/\/www.capgemini.com\/us-en\/wp-json\/wp\/v2\/blog-topic?post=727923"},{"taxonomy":"content-group","embeddable":true,"href":"https:\/\/www.capgemini.com\/us-en\/wp-json\/wp\/v2\/content-group?post=727923"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}