{"id":2579,"date":"2023-08-11T09:24:43","date_gmt":"2023-08-11T07:24:43","guid":{"rendered":"https:\/\/www.uni.lu\/snt-en\/?post_type=research-groups&#038;p=2579"},"modified":"2026-04-28T08:53:52","modified_gmt":"2026-04-28T06:53:52","slug":"ubix","status":"publish","type":"research-groups","link":"https:\/\/www.uni.lu\/snt-en\/research-groups\/ubix\/","title":{"rendered":"Ubiquitous and Intelligent Systems Research Group (UBIX)"},"content":{"rendered":"<div class=\"section py-0 static\"><div class=\"section py-0 section wp-block-unilux-blocks-navigation-and-hero py-0\">\n    \n<div class=\"wp-block-unilux-blocks-wrapper container xl:max-w-screen-xl\"><div class=\"js-secondary-nav--sticky wp-block-unilux-blocks-secondary-navigation\" id=\"a157adb0-ccb1-4211-86e8-691103d31036\">\n    <nav\n        id=\"secondary-navigation\"\n        role=\"navigation\"\n        aria-label=\"Secondary menu\"\n        class=\"secondary-nav\"\n    >\n        <button\n            class=\"secondary-nav__button btn btn-solid--primary w-full\"\n            aria-expanded=\"false\"\n            aria-controls=\"secondary-navigation__list\"\n            title=\"The selected page is Overview\"\n            type=\"button\"\n        >\n            <span class=\"btn__name mr-auto\">Overview<\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n                <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\" \/>\n            <\/svg>\n        <\/button>\n\n        <ul id=\"secondary-navigation__list\" class=\"secondary-nav__list\">\n            <li class=\"secondary-nav__item\">\n    <a\n        href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/ubix\/\"\n        target=\"\"\n        rel=\"noreferrer noopener\"\n        class=\"secondary-nav__link isactived\"\n        aria-current=\"page\"    >\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">Overview<\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a\n        href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/ubix\/research\/\"\n        target=\"\"\n        rel=\"noreferrer noopener\"\n        class=\"secondary-nav__link \"\n            >\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">Research<\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a\n        href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/ubix\/facilities\/\"\n        target=\"\"\n        rel=\"noreferrer noopener\"\n        class=\"secondary-nav__link \"\n            >\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">Facilities<\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a\n        href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/ubix\/publications\/\"\n        target=\"\"\n        rel=\"noreferrer noopener\"\n        class=\"secondary-nav__link \"\n            >\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">Publications<\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a\n        href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/ubix\/partners\/\"\n        target=\"\"\n        rel=\"noreferrer noopener\"\n        class=\"secondary-nav__link \"\n            >\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">Partners<\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a\n        href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/ubix\/people\/\"\n        target=\"\"\n        rel=\"noreferrer noopener\"\n        class=\"secondary-nav__link \"\n            >\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">People<\/span>\n    <\/a>\n<\/li>\n        <\/ul>\n    <\/nav>\n<\/div>\n<\/div>\n\n<div class=\"wp-block-unilux-blocks-wrapper max-w-screen-3xl mx-auto section py-0\">\n<section class=\"section no-padding-y wp-block-unilux-blocks-hero\">\n    <div class=\"hero hero--2 hero--overlay-top hero--overlay-bottom\">\n        \n<header class=\"wp-block-unilux-blocks-wrapper hero__header\">\n<div class=\"wp-block-unilux-blocks-wrapper hero__container\">\n<span class=\"hero__title__subject wp-block-unilux-blocks-plain-text\"><\/span>\n\n\n<h1 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"leveraging-artificial-intelligence-in-autonomous-systems\"\n    >\nLeveraging Artificial Intelligence in Autonomous Systems<\/h1>\n<\/div>\n<\/header>\n<figure class=\"wp-block-dev4-reusable-blocks-image hero__visual object-fit--cover\">\n    \n<img decoding=\"async\" class=\"wp-block-image unilux-custom-image-block\"\n                alt=\"\"\n            src=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2023\/08\/UBIXV2snt-18-UBIX1.png\"\n                srcset=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2023\/08\/UBIXV2snt-18-UBIX1-300x173.png 300w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2023\/08\/UBIXV2snt-18-UBIX1-768x443.png 768w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2023\/08\/UBIXV2snt-18-UBIX1.png 826w\"\n                style=\"object-position: 50.00% 50.00%; font-family: &quot;object-fit: cover; object-position: 50.00% 50.00%;&quot;; aspect-ratio: 16\/9; object-fit: cover; width: 100%;\"\n        loading=\"lazy\"\n\/>    <\/figure>\n<div class=\"wp-block-unilux-blocks-wrapper hero__body\">\n<div class=\"wp-block-unilux-blocks-wrapper hero__container\">\n<p class=\"wp-block-unilux-blocks-plain-text\">UBIX researches intelligent cyber-physical systems for smart mobility, autonomous machines, distributed intelligence, and energy systems, with a strong focus on embodied AI.<\/p>\n\n\n<ul class=\"wp-block-unilux-blocks-custom-buttons btn-list\"><li class=\"wp-block-unilux-blocks-custom-button\"    aria-disabled=\"false\"\n    >\n    <a\n        role=\"link\"\n        aria-disabled=\"false\"\n                    href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/ubix\/research\/\"\n                target=\"_self\"\n        class=\"btn btn--primary\"\n            >Research<\/a>\n<\/li>\n\n\n<li class=\"wp-block-unilux-blocks-custom-button\"    aria-disabled=\"false\"\n    >\n    <a\n        role=\"link\"\n        aria-disabled=\"false\"\n                    href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/ubix\/people\/\"\n                target=\"_self\"\n        class=\"btn btn--secondary\"\n            >People<\/a>\n<\/li>\n<\/ul>\n<\/div>\n<\/div>\n    <\/div>\n<\/section><\/div>\n<\/div>\n\n<section class=\"section section wp-block-unilux-blocks-content-free-media-and-statistics \">\n    \n<div class=\"wp-block-unilux-blocks-wrapper container xl:max-w-screen-xl\">\n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"our-research\"\n    >\nOur Research<\/h2>\n\n\n\n<div class=\"wp-block-unilux-blocks-wrapper flex flex-wrap lg:-mx-32\">\n<div class=\"wp-block-unilux-blocks-wrapper w-full lg:w-7\/12 lg:order-2 lg:px-32\">\n<section class=\"wp-block-unilux-blocks-image-video-wrapper\">\n    <div class=\"thumbnail  wp-block-unilux-blocks-thumbnail-video\">\n    <div class=\"card bg-theme p-0\">\n        <div class=\"card__container p-0\">\n            <div class=\"card__body p-0\">\n                <iframe \n            src=\"https:\/\/www.youtube.com\/embed\/_Y7l2SwxHqo\" \n            title=\"YouTube video player\" frameborder=\"0\" \n            allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" \n            style=\"object-position: 50% 50%; aspect-ratio: 16\/9; object-fit: cover; width: 100%;\"\n            allowfullscreen data-cookieconsent=\"ignore\">\n            <\/iframe>                            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n<\/section><\/div>\n\n\n\n<div class=\"wp-block-unilux-blocks-wrapper w-full lg:w-5\/12 lg:order-1 lg:px-32 self-center\">\n<h3 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"ubix-investigates-how-intelligence-emerges-from-the-interaction-of-software-sensing-control-and-physical-systems\"\n    >\nUBIX investigates how intelligence emerges from the interaction of software, sensing, control, and physical systems.<\/h3>\n\n\n\n<p>The group&#8217;s research spans distributed and embodied AI, autonomous machines, cooperative perception, and data-driven energy systems \u2014 with a recurring focus on the algorithms, architectures, and infrastructures that let intelligent behaviour scale from a single device to large connected environments.<br>Methodological work is grounded in real systems. The group operates two experimental facilities \u2014 the 360Lab for autonomous mobility and robotics, and the EnergyLab for energy and grid research \u2014 which provide the platforms, data, and instrumentation used to validate models in operational conditions.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-unilux-blocks-wrapper w-full lg:w-7\/12 lg:order-4 lg:px-32\">\n<div class=\"wp-block-unilux-blocks-wrapper flex flex-col mt-[1.5rem]\">\n<div class=\"wp-block-unilux-blocks-wrapper lg:ml-auto\">\n<h3 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"ubix-in-numbers\"\n    >\nUBIX in numbers<\/h3>\n\n\n<ul class=\"flex flex-wrap mb-24 -mx-32 wp-block-unilux-blocks-facts-figures-horizontal\">\n    <li class=\"wp-block-unilux-blocks-facts-figures-item\">\n    \n<div class=\"wp-block-unilux-blocks-wrapper figure-stats\">\n<div class=\"figure-stats__value text-theme wp-block-unilux-blocks-plain-text\">15+<\/div>\n\n\n<div class=\"figure-stats__description wp-block-unilux-blocks-plain-text\">Staff<\/div><\/div>\n<\/li><li class=\"wp-block-unilux-blocks-facts-figures-item\">\n    \n<div class=\"wp-block-unilux-blocks-wrapper figure-stats\">\n<div class=\"figure-stats__value text-theme wp-block-unilux-blocks-plain-text\">2<\/div>\n\n\n<div class=\"figure-stats__description wp-block-unilux-blocks-plain-text\">Dedicated Lab<\/div><\/div>\n<\/li><\/ul>\n\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-unilux-blocks-wrapper w-full lg:w-5\/12 lg:order-3 lg:px-32\">\n<ul class=\"wp-block-unilux-blocks-quick-link-underline\">\n    \n<li class=\"wp-block-unilux-blocks-quick-link-underline-item\">\n    <a\n            href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/ubix\/research\/\"\n            class=\"wp-block-unilux-blocks-anchor\"        target=\"\"\n>\n    \n<span class=\"hero__title__subject wp-block-unilux-blocks-plain-text\">Research<\/span><svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-right \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\"><\/use><\/svg><\/a>\n<\/li>\n<\/ul><\/div>\n\n\n\n<div class=\"wp-block-unilux-blocks-wrapper w-full lg:w-5\/12 lg:order-5 lg:px-32\">\n<ul class=\"wp-block-unilux-blocks-custom-buttons btn-list\"><li class=\"wp-block-unilux-blocks-custom-button\"    aria-disabled=\"false\"\n    >\n    <a\n        role=\"link\"\n        aria-disabled=\"false\"\n                    href=\"https:\/\/www.uni.lu\/snt-en\/facilities\/360lab\/\"\n                target=\"_self\"\n        class=\"btn btn--primary\"\n            >360Lab<\/a>\n<\/li>\n\n\n<li class=\"wp-block-unilux-blocks-custom-button\"    aria-disabled=\"false\"\n    >\n    <a\n        role=\"link\"\n        aria-disabled=\"false\"\n                    href=\"https:\/\/www.uni.lu\/snt-en\/facilities\/energylab\/\"\n                target=\"_self\"\n        class=\"btn btn--primary\"\n            >EnergyLab<\/a>\n<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n\n<section class=\"py-0 wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\"><div class=\"flex flex-wrap -mx-16  wp-block-unilux-blocks-highlighted-person-list\">\n    <div class=\"w-full md:w-1\/2 px-16  wp-block-unilux-blocks-highlighted-person-list-item\">\n    \n<h3 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"head-of-research-group\"\n    >\nHead of Research Group<\/h3>\n\n<div class=\"wp-block-unilux-blocks-wrapper list-people bg-theme\">\n<div class=\"wp-block-unilux-blocks-wrapper list-people__container\">\n<div class=\"wp-block-unilux-blocks-wrapper list-people__visual\"><figure class=\"wp-block-dev4-reusable-blocks-image w-full object-fit--cover\">\n    \n<img decoding=\"async\" class=\"wp-block-image unilux-custom-image-block\"\n                alt=\"\"\n            src=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2026\/01\/13111112\/Raphael-Frank.png\"\n                srcset=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2026\/01\/13111112\/Raphael-Frank-300x225.png 300w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2026\/01\/13111112\/Raphael-Frank-768x576.png 768w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2026\/01\/13111112\/Raphael-Frank.png 1024w\"\n                style=\"object-position: 55.00% 58.00%; font-family: &quot;object-fit: cover; object-position: 55.00% 58.00%;&quot;; aspect-ratio: 1\/1; object-fit: cover; width: 100%;\"\n        loading=\"lazy\"\n\/>    <\/figure><\/div>\n\n\n\n<div class=\"wp-block-unilux-blocks-wrapper list-people__body\">\n<h5 class=\"list-people__title has-text-align-left wp-block-unilux-blocks-heading\"        id=\"prof-raphael-frank\"\n    >\nProf. Rapha\u00ebl Frank<\/h5>\n\n\n\n<p class=\"list-people__description wp-block-unilux-blocks-plain-text\">Associate Professor in Computer Science<\/p>\n\n<div class=\"wp-block-unilux-blocks-simple-cta\">\n    <a\n        href=\"https:\/\/www.uni.lu\/en\/person\/NTAwMDE4MDVfX1JhcGhhw6tsIEZSQU5L\/\"\n        title=\"Learn More\"\n        class=\"link-text link-text--icon \"\n        target=\"\"\n    >\n        <span class=\"link-text__body\">\n            <span class=\"link-text__name\">Learn More<\/span>\n        <\/span>\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-right \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\"><\/use><\/svg>    <\/a>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\">\n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"this-research-group-is-part-of\"\n    >\nThis Research Group is Part Of<\/h2>\n\n\n\n<ul class=\"wp-block-unilux-blocks-button-list-v2\">\n<li class=\"wp-block-unilux-blocks-button-list-item-v2\"><a class=\"quick-link\" href=\"https:\/\/www.uni.lu\/snt-en\/\" target=\"\" role=\"link\" rel=\"noopener\" tabindex=\"0\"><span class=\"quick-link__container\">\n<div class=\"wp-block-unilux-blocks-block-inserter quick-link__img\"><figure class=\"wp-block-dev4-reusable-blocks-image  object-fit--cover\">\n    \n<img decoding=\"async\" class=\"wp-block-image unilux-custom-image-block\"\n                alt=\"SnT Logo without baseline\"\n            src=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2023\/06\/uni-centre-snt-no-baseline.svg\"\n                    style=\"object-position: 50.00% 50.00%; font-family: &quot;object-fit: cover; object-position: 50.00% 50.00%;&quot;; aspect-ratio: 1\/1; object-fit: cover; width: 100%;\"\n        loading=\"lazy\"\n\/>    <\/figure><\/div>\n\n\n\n<span class=\"quick-link__name wp-block-unilux-blocks-plain-text\">Interdisciplinary Centre for Security, Reliability and Trust (SnT)<\/span>\n\n<svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-right \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\"><\/use><\/svg><\/span><\/a><\/li>\n<\/ul>\n<\/div><\/section>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Distributed systems are ubiquitous, increasingly smart and interconnected. UBIX conducts interdisciplinary research on distributed artificial intelligence in various application areas.<\/p>\n","protected":false},"author":153,"featured_media":2586,"parent":0,"menu_order":0,"template":"","meta":{"featured_image_focal_point":[],"show_featured_caption":false,"ulux_newsletter_groups":"","uluxPostTitle":"Ubiquitous and Intelligent Systems (UBIX)","uluxPrePostTitle":"Research Group","_trash_the_other_posts":false,"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false},"field-of-interest":[281],"organisation":[184],"authorship":[153,425],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v22.3) - 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