{"id":96,"date":"2023-06-14T03:17:50","date_gmt":"2023-06-14T03:17:50","guid":{"rendered":"https:\/\/website.prod.unilu.spikeseed.cloud\/snt-en\/?post_type=research-groups&#038;p=96"},"modified":"2025-06-24T10:20:07","modified_gmt":"2025-06-24T08:20:07","slug":"research","status":"publish","type":"research-groups","link":"https:\/\/www.uni.lu\/snt-en\/research-groups\/pcog\/research\/","title":{"rendered":"Research"},"content":{"rendered":"<div class=\"section py-0 static\">\n<section class=\"py-0 wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\"><!-- SecondaryNavigationMirror --><div class=\"js-secondary-nav--sticky wp-block-unilux-blocks-secondary-navigation\" id=\"de1ff5d2-9fc8-4562-9a2e-60c7fac36ee2\">\n    <nav id=\"secondary-navigation\" role=\"navigation\" aria-label=\"Secondary menu\" class=\"secondary-nav\">\n        <button class=\"secondary-nav__button btn btn-solid--primary w-full\" aria-expanded=\"false\" aria-controls=\"secondary-navigation__list\" title=\"The selected page is Research\" type=\"button\">\n            <span class=\"btn__name mr-auto\">Research<\/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 href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/pcog\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link \">\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 href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/pcog\/research\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link isactived\" 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\">Research<\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/pcog\/publications\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link \">\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 href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/pcog\/partners\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link \">\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 href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/pcog\/people\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link \">\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<!-- end SecondaryNavigationMirror --><\/div><\/section>\n\n\n<section class=\"section section pb-0 wp-block-unilux-blocks-page-intro \">\n    \n<div class=\"wp-block-unilux-blocks-wrapper container xl:max-w-screen-xl\">\n<div class=\"wp-block-unilux-blocks-wrapper flex flex-wrap -mx-16\">\n<div class=\"wp-block-unilux-blocks-wrapper flex-1 mb-48 px-16\">\n<h1 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"our-research\"\n    >\nOur Research<\/h1>\n\n\n\n<p><strong>Solving complex problems in a fraction of the time<br><\/strong>Solving today\u2019s scientific and real-world problems not only requires high-performance computing (HPC), but also new generations of artificial intelligence algorithms. PCOG conducts research in parallel computing, search and optimisation techniques, to provide efficient, scalable and robust solutions to state-of-the-art, large-scale discrete\/combinatorial problems.<\/p>\n\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\/contact\/\"\n                target=\"_self\"\n        class=\"btn btn--primary\"\n            >Contact Us<\/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\/en\/news-overview\/?fq_news-taxonomies-organisation%5B%5D=parallel-computing-and-optimisation-group-pcog%7CParallel+Computing+and+Optimisation+Group+%28PCOG%29%7COrganisation\"\n                target=\"_self\"\n        class=\"btn btn--secondary\"\n            >Our Latest News<\/a>\n<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-unilux-blocks-wrapper w-full md:w-auto px-16\">\n<div class=\"wp-block-unilux-blocks-wrapper flex flex-col items-center\">\n<h2 class=\"text-h4 has-text-align-left wp-block-unilux-blocks-heading\"        id=\"bringing-researchand-standardisationcloser-in-luxembourg\"\n    >\nBringing Research<br>and Standardisation<br>Closer in Luxembourg<\/h2>\n\n\n<a class=\"wp-block-unilux-blocks-button-highlight-square\"\n    href=\"https:\/\/snt-highlights.uni.lu\/2023\/02\/15\/bringing-research-and-standardisation-closer-together-in-luxembourg\/\"\n    target=\"_blank\"\n>\n    <span class=\"btn-highlight-square__container\">\n        <div class=\"btn-highlight-square__body\">\n    <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--external-link icon--xl\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--external-link\"><\/use><\/svg>    <span class=\"btn btn--dark\">\n        \n<span class=\"btn__name wp-block-unilux-blocks-plain-text\">Read the Article<\/span>    <\/span>\n<\/div><figure class=\"wp-block-dev4-reusable-blocks-image image-bg 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\/06\/PCOG-ILNAS-Bringing-Standardisation-Closer-in-Luxembourg-1.png\"\n                srcset=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2023\/06\/PCOG-ILNAS-Bringing-Standardisation-Closer-in-Luxembourg-1-300x225.png 300w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2023\/06\/PCOG-ILNAS-Bringing-Standardisation-Closer-in-Luxembourg-1-768x576.png 768w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2023\/06\/PCOG-ILNAS-Bringing-Standardisation-Closer-in-Luxembourg-1.png 1024w\"\n                style=\"object-position: 50.00% 50.00%; font-family: &quot;object-fit: cover; object-position: 50.00% 50.00%;&quot;; aspect-ratio: 3\/4; object-fit: cover; width: 100%;\"\n        loading=\"lazy\"\n\/>    <\/figure>    <\/span>\n<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n<section class=\"section  wp-block-unilux-blocks-content-card-full-width py-0\">\n    <div class=\"container 2xl:max-w-screen-2xl\">\n        <div class=\"max-w-11\/12\">\n            <div class=\"content-card content-card--right content-card__overlay--hidden wp-block-unilux-blocks-content-card\">\n    \n<h2 class=\"content-card__heading has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers-partners\"\n    >\nResearchers &amp; Partners<\/h2>\n<div class=\"content-card__visual wp-block-unilux-blocks-content-card-visual-area\">\n    \n<section class=\"wp-block-unilux-blocks-image-video-wrapper\">\n    <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=\"\"\n            src=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2023\/06\/PCOG-Autonomous-Vehicles-and-Drones-SnT.png\"\n                srcset=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2023\/06\/PCOG-Autonomous-Vehicles-and-Drones-SnT-300x225.png 300w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2023\/06\/PCOG-Autonomous-Vehicles-and-Drones-SnT-768x576.png 768w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2023\/06\/PCOG-Autonomous-Vehicles-and-Drones-SnT.png 1024w\"\n                style=\"object-position: 50.00% 50.00%; font-family: &quot;object-fit: cover; object-position: 50.00% 50.00%;&quot;; aspect-ratio: 3\/2; object-fit: cover; width: 100%;\"\n        loading=\"lazy\"\n\/>    <\/figure><\/section>\n<div class=\"wp-block-unilux-blocks-wrapper content-card__overlay\">\n<a class=\"wp-block-unilux-blocks-button-highlight-rounded bottom-left\" \n    href=\"#\"\n    target=\"_self\"\n>\n    \n<span class=\"btn-highlight-rounded__name wp-block-unilux-blocks-plain-text\"><\/span>    <span class=\"icon-rounded\">\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-right icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\"><\/use><\/svg>    <\/span>\n<\/a><\/div>\n<\/div><div class=\"content-card__body  wp-block-unilux-blocks-content-card-free-area\">\n    \n<div class=\"wp-block-columns is-layout-flex wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>PCOG\u2019s expertise ranges from the design of novel exact approaches, evolutionary algorithms and swarm intelligence, to their implementation on massively multi-core systems (CPUs), accelerators (GPUs) and mobile systems (e.g., drones).The group fosters a collaborative, interdisciplinary and international atmosphere in which researchers are invited to share innovative ideas, and refine their critical thinking on state-of-the-art challenges together with colleagues coming from a variety of domains. PCOG researchers worked on a variety of high-profile optimisation and processing projects, several of which were integrated into final products and technologies.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>By collaborating with PCOG, partners from the public as well as the private sector will access world-class, renowned expertise in applied parallel computing and optimisation. The group\u2019s vast experience in working with partners at any level, from start-ups to enterprise companies, offers specialised support for challenges in industry 4.0, FinTech, HPC, cloud and data analytics, autonomous robots swarms, smart cities, and systems biomedicine.<\/p>\n<\/div>\n<\/div>\n\n<ul class=\"wp-block-unilux-blocks-custom-buttons btn-list justify-center\"><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\/pcog\/publications\/\"\n                target=\"_self\"\n        class=\"btn btn--primary\"\n            >Publications<\/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\/pcog\/partners\/\"\n                target=\"_self\"\n        class=\"btn btn--secondary\"\n            >Partners<\/a>\n<\/li>\n<\/ul>\n<\/div><\/div>        <\/div>\n    <\/div>\n<\/section>\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=\"research-projects\"\n    >\nResearch projects<\/h2>\n\n\n<ul class=\"flex flex-wrap mt-24 -mx-16  wp-block-unilux-blocks-free-content-card\">\n    <li class=\"w-full sm:w-1\/2 lg:w-1\/3 px-16  wp-block-unilux-blocks-free-content-card-item\">\n    <div class=\"ulux-card card-project-related bg-theme\">\n        <div class=\"ulux-card__container card__container\">\n                        <div class=\"ulux-card__body wp-block-unilux-blocks-free-content-card-item-body\">\n    \n<span class=\"ulux-card__related wp-block-unilux-blocks-plain-text\">CADOM<\/span>\n<h3 class=\"ulux-card__title has-text-align-left wp-block-unilux-blocks-heading\"        id=\"collaborative-and-distributed-optimization-of-manufacturing-processes-on-high-performance-computing-systems\"\n    >\nCollaborative and Distributed Optimization of Manufacturing Processes on High-Performance Computing Systems<\/h3>\n<div class=\"ulux-card__link-wrapper card__link wp-block-unilux-blocks-simple-cta\">\n    <a\n        href=\"https:\/\/www.uni.lu\/fstm-en\/research-projects\/cadom\/\"\n        class=\"link-text link-text--icon ulux-card__link link-text link-absolute\"\n        target=\"_blank\"\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--external-link \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--external-link\"><\/use><\/svg>    <\/a>\n<\/div>\n<\/div>        <\/div>\n    <\/div>\n<\/li><li class=\"w-full sm:w-1\/2 lg:w-1\/3 px-16  wp-block-unilux-blocks-free-content-card-item\">\n    <div class=\"ulux-card card-project-related bg-theme\">\n        <div class=\"ulux-card__container card__container\">\n                        <div class=\"ulux-card__body wp-block-unilux-blocks-free-content-card-item-body\">\n    \n<span class=\"ulux-card__related wp-block-unilux-blocks-plain-text\">EUMaster4HPC<\/span>\n<h3 class=\"ulux-card__title has-text-align-left wp-block-unilux-blocks-heading\"    >\n<\/h3>\n<div class=\"ulux-card__link-wrapper card__link wp-block-unilux-blocks-simple-cta\">\n    <a\n        href=\"https:\/\/www.uni.lu\/fstm-en\/research-projects\/eumaster4hpc\/\"\n        class=\"link-text link-text--icon ulux-card__link link-text link-absolute\"\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>        <\/div>\n    <\/div>\n<\/li><li class=\"w-full sm:w-1\/2 lg:w-1\/3 px-16  wp-block-unilux-blocks-free-content-card-item\">\n    <div class=\"ulux-card card-project-related bg-theme\">\n        <div class=\"ulux-card__container card__container\">\n                        <div class=\"ulux-card__body wp-block-unilux-blocks-free-content-card-item-body\">\n    \n<span class=\"ulux-card__related wp-block-unilux-blocks-plain-text\">Bridging Cloud and HPC<\/span>\n<h3 class=\"ulux-card__title has-text-align-left wp-block-unilux-blocks-heading\"    >\n<\/h3>\n<div class=\"ulux-card__link-wrapper card__link wp-block-unilux-blocks-simple-cta\">\n    <a\n        href=\"https:\/\/www.uni.lu\/snt-en\/research-projects\/bridging-cloud-and-hpc\/\"\n        class=\"link-text link-text--icon ulux-card__link link-text link-absolute\"\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>        <\/div>\n    <\/div>\n<\/li><\/ul>\n\n\n<ul class=\"wp-block-unilux-blocks-custom-buttons btn-list justify-center\"><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\/research-en\/research-projects-overview\/?fq_research-projects-taxonomies-organisation%5B%5D=parallel-computing-and-optimisation-group-pcog%7CParallel+Computing+and+Optimisation+Group+%28PCOG%29%7COrganisation\"\n                target=\"_self\"\n        class=\"btn btn--primary\"\n            >All projects<\/a>\n<\/li>\n<\/ul>\n<\/div><\/section>\n\n\n\n<section class=\"py-0 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=\"our-projects\"\n    >\nOur Projects<\/h2>\n\n\n\n<div class=\"wp-block-unilux-blocks-accordion accordion accordion--theme accordion-standard\" data-reference=\"44483561-8f06-4d3b-a7be-e30c1106dc04\" data-accordion-type=\"standard\"><div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-98ae2e2d-e8c5-4433-a8b1-b07dd4fdf03f\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-98ae2e2d-e8c5-4433-a8b1-b07dd4fdf03f\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-98ae2e2d-e8c5-4433-a8b1-b07dd4fdf03f\"\n        >\n            <span class=\"accordion__title\">\n                                Automating the Design of Autonomous Robot Swarms (ADARS)            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-98ae2e2d-e8c5-4433-a8b1-b07dd4fdf03f\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-98ae2e2d-e8c5-4433-a8b1-b07dd4fdf03f\"\n        data-bs-parent=\"[data-reference=&quot;44483561-8f06-4d3b-a7be-e30c1106dc04&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>36 months<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>FNR CORE<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Gr\u00e9goire Danoy (PI), Pascal Bouvry, Sebastien Varrette, Daniel H. Stolfi, Florian Felten, Pierre-Yves Houitte<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>N\/A<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><em>The ADARS (Automating the Design of Autonomous Robot Swarms) project aims to propose a unique approach to automatically generate behaviours for distributed aerospace and space systems (DASS) thanks to a cross-fertilisation between multi-objective optimisation and machine learning techniques. ADARS will demonstrate through specifically designed software simulations and real field tests with multi-rotor drones, that state-of-the-art results can be obtained on two challenging DASS applications: swarm formation for a counter UAV system and swarm formation of small satellites for asteroid observation.<\/em><\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-7b250d96-47af-4258-be2e-0207a281fb70\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-7b250d96-47af-4258-be2e-0207a281fb70\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-7b250d96-47af-4258-be2e-0207a281fb70\"\n        >\n            <span class=\"accordion__title\">\n                                A Concurrent Model of Computation for Trustworthy GPU Programming (COMOC)            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-7b250d96-47af-4258-be2e-0207a281fb70\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-7b250d96-47af-4258-be2e-0207a281fb70\"\n        data-bs-parent=\"[data-reference=&quot;44483561-8f06-4d3b-a7be-e30c1106dc04&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>36 months<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>FNR CORE<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Pierre Talbot (PI), Pascal Bouvry, Thibault Falque<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>N\/A<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><em>Graphics cards are components routinely available in personal computers, mobile phones and game consoles. They are very efficient to process and display on the screen complex graphism as employed in video games. Graphics cards are composed of numerous small processors, that make them very difficult to program beyond their initial graphics purposes.<br>COMOC intends to design a new way to program these cards, that will help to leverage the power of graphics cards to artificial intelligence applications. We will program in our new framework a software which will be able to solve problems from various fields such as operation research, healthcare and sustainable development.<\/em><\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-4fc6226c-1597-48ef-8777-b7189b81c469\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-4fc6226c-1597-48ef-8777-b7189b81c469\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-4fc6226c-1597-48ef-8777-b7189b81c469\"\n        >\n            <span class=\"accordion__title\">\n                                Cloud-based Computational Decision by Leveraging Artificial Ultra Intelligence (CBD)            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-4fc6226c-1597-48ef-8777-b7189b81c469\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-4fc6226c-1597-48ef-8777-b7189b81c469\"\n        data-bs-parent=\"[data-reference=&quot;44483561-8f06-4d3b-a7be-e30c1106dc04&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>36 months<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>FNR CORE<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Pascal Bouvry (PI), Caesar Wu<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>N\/A<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>The primary goal of the CBD project is to construct a novel knowledge representation that can capture multiple frames of the human decision process. Moreover, we can define a loss function, such as utility, belief, and crowd of wisdom, based on the knowledge representation. Finally, we can select the right optimizer for the loss function.<\/p>\n\n<p><br>The project will also advance the strategic decision-making theory by publishing six papers in a high-quality conference or journal.<\/p>\n\n<p><br>The CBD will produce and launch a prototype of the program via a web portal that allows Luxembourg&#8217;s organisation or SME to assist their strategic decision-making process.&#8221;<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-acfc97fa-486e-46fe-b59f-541f2c6829f4\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-acfc97fa-486e-46fe-b59f-541f2c6829f4\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-acfc97fa-486e-46fe-b59f-541f2c6829f4\"\n        >\n            <span class=\"accordion__title\">\n                                Bridging Cloud and HPC            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-acfc97fa-486e-46fe-b59f-541f2c6829f4\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-acfc97fa-486e-46fe-b59f-541f2c6829f4\"\n        data-bs-parent=\"[data-reference=&quot;44483561-8f06-4d3b-a7be-e30c1106dc04&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>48 months<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Partnership Programme<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Pascal Bouvry (PI), Ovidiu-Cristian Marcu, Md Mafizur Rahman<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>LuxProvide<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><em>Ergonomics, high-performance, rich functionality, flexibility, automation, and intuitiveness are key differentiators which constitute a unique value proposition of the proposed HPC access system. To meet this broad range of features, the project will study state of the art of the design, architecture, and functionality of most used HPC systems in comparison with MeluXina, understanding typical patterns of interactions with HPC by different users, define and design a set of requirements for the bridging of Clouds and HPC platform (work done in collaboration with LuxProvide), identify the core issues at the core of the requirements and core research challenges. Focus will be put on high-performance, jobs interoperability, Data\/AI workflow exchanges, ease of use and architectural implications. Through friendly user interfaces and APIs, users will navigate and leverage computation and storage resources while real-time monitoring will be used in order to give visibility into security threats and act for ensuring secure access to the HPC resources.<\/em><\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-fe26f12b-5ea8-4963-95eb-516aa15efa02\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-fe26f12b-5ea8-4963-95eb-516aa15efa02\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-fe26f12b-5ea8-4963-95eb-516aa15efa02\"\n        >\n            <span class=\"accordion__title\">\n                                Technical Standardisation for Trustworthy ICT, Aerospace, and Construction            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-fe26f12b-5ea8-4963-95eb-516aa15efa02\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-fe26f12b-5ea8-4963-95eb-516aa15efa02\"\n        data-bs-parent=\"[data-reference=&quot;44483561-8f06-4d3b-a7be-e30c1106dc04&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>48 months<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Partnership Programme<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Pascal Bouvry (PI), Gr\u00e9goire Danoy, Mohammed Alswaitti, Manuel Combaro Simon, Hedieh Haddad, Lena Maria Hartmann<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>ILNAS<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><em>ILNAS-SnT research programme 2021-2024 is sector-oriented and targets three highly relevant growth sectors for Luxembourg\u2019s economy, in conformity with the national technical standardization strategy 2020-2030, that will deepen data and AI capabilities and enable a steady potential for innovation. The three sectors are ICT, aerospace, and construction. The economic power for these three domains is strongly determined by normative values notably related to trustworthiness, security, and privacy. Consequently, policies, regulations, and standards are required to be established to enhance trust in each particular domain-specific ecosystem.<\/em><\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-490ccef6-6441-470a-ab00-fc97528e63aa\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-490ccef6-6441-470a-ab00-fc97528e63aa\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-490ccef6-6441-470a-ab00-fc97528e63aa\"\n        >\n            <span class=\"accordion__title\">\n                                <strong>Ultra-scale Computing for solving Big Optimization Problems (ULTRABO)\u00a0<\/strong>            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-490ccef6-6441-470a-ab00-fc97528e63aa\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-490ccef6-6441-470a-ab00-fc97528e63aa\"\n        data-bs-parent=\"[data-reference=&quot;44483561-8f06-4d3b-a7be-e30c1106dc04&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>42 months<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>FNR INTER<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Gr\u00e9goire Danoy (PI), Pascal Bouvry, Gwen Maudet, Alisa Vorokhta, Guillaume Helbecque<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>University of Lille, France<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>According to Top500 modern supercomputers are increasingly large (millions of cores), heterogeneous (CPU-GPU, \u2026) and less reliable (MTBF&lt;1h) making their programming more complex. The development of parallel algorithms for these ultrascale supercomputers is in its infancy especially in combinatorial optimization. Our objective is to investigate the Partitioned Global Address Space (PGAS) paradigm for the productivity- and performance-aware design and implementation of exact algorithms (e.g. B&amp;B) and metaheuristics (e.g. EAs) for solving challenging optimisation problem instances.<\/p>\n\n<p>We will address in a holistic way (uncommon) three roadblocks on the road to exascale: locality-aware ultrascalability, CPU-GPU heterogeneity and checkpointing-based fault tolerance. Our application challenge is to solve to optimality very hard benchmark instances (e.g. Flowshop ones unsolved since 25 years). The Jean Zay (France) and ULPHC (91短视频) petascale supercomputers will be used for experimentation.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n                    id=\"high-performance-decomposition-algorithms-for-combinatorial-optimization-and-machine-learning-adhoc\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-5929cbb2-f831-47c3-945b-2bdc26285d60\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-5929cbb2-f831-47c3-945b-2bdc26285d60\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-5929cbb2-f831-47c3-945b-2bdc26285d60\"\n        >\n            <span class=\"accordion__title\">\n                                <strong>High Performance Decomposition Algorithms for Combinatorial Optimization and Machine Learning<\/strong> (ADHOC)            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-5929cbb2-f831-47c3-945b-2bdc26285d60\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-5929cbb2-f831-47c3-945b-2bdc26285d60\"\n        data-bs-parent=\"[data-reference=&quot;44483561-8f06-4d3b-a7be-e30c1106dc04&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>48 months<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>FNR INTER<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Gr\u00e9goire Danoy (PI), Pascal Bouvry, Pierre Talbot, Yi-Nung Tsao<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>University of Lorraine, France<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Real-world applications in Optimisation (Vehicle Routing Problem) and Machine Learning (Image recognition) are very challenging due to their large-scale structure. To cope with this issue, decomposition techniques have been historically introduced in mathematical programming. These techniques split a given problem into smaller and more affordable subproblems which are subsequently solved. Column Generation is a reference on this matter but suffers from certain pathologies that we first propose to tackled using Learning approaches. <br>In the same vein, Machine Learning (ML) models keeps growing and become time-consuming and energy-hungry models that can only be tackled with High-Performance Computing platforms. Nonethless, ML experts and academics did not inspired from mathematical programming and the decompostion techniques developed in the same context but in a different field. <br>In the ADHOC project, we are going to transpose and adapt decomposition techniques to ML models which are intrisically otpimisation problems.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n                    id=\"space-data-brokering-optimization-system-serenity\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-5bea1669-b275-47c2-b42a-a98e3ad80e94\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-5bea1669-b275-47c2-b42a-a98e3ad80e94\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-5bea1669-b275-47c2-b42a-a98e3ad80e94\"\n        >\n            <span class=\"accordion__title\">\n                                Spac<strong>E data bRokErINg optimizaTion sYstem (SERENITY)<\/strong>            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-5bea1669-b275-47c2-b42a-a98e3ad80e94\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-5bea1669-b275-47c2-b42a-a98e3ad80e94\"\n        data-bs-parent=\"[data-reference=&quot;44483561-8f06-4d3b-a7be-e30c1106dc04&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>36 months<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>FNR CORE International <\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Gr\u00e9goire Danoy (PI Luxembourg) Pascal Bouvry, Imane Hocine, Ezhilmathi Krishnasamy<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Pozna\u0144 University of Technology (PUT), Poland<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>The Global Navigation Satellite System and Earth Observation market had revenues of around \u20ac200 billion in 2021 and is expected to reach \u20ac500 billion by 2031. Many satellites from different vendors are carrying out their work in space. Additionally, all the data they acquire (images, recordings, analysis, raw data, etc.) may be offered by different providers. The huge amount of collected data requires appropriate storage, classification, and further processing for final use. Data<br>lakes are the place where any data can be stored. The relative initial maturity of this market shows many aspects that can be dramatically improved to achieve much better end benefits &#8211; and for all parties to the transaction. <br>In the current context, many customers might be interested in combining data of two or more satellite data providers, e.g., to obtain more frequent data or to merge data of several types. To this end, the customer needs to request data separately from each provider. Such a scenario is sub-optimal since it requires the customer to know the different providers. A data marketplace is one promising solution for this problem. It is an online platform where users can sell or buy data from different sources.<br>The SpacE data bRokEriNg optImizaTion sYstem (SERENITY) project, aims to propose a novel type of marketplace where space data providers and consumers interact through a data broker that relies on a data lake storage. To this end, the SERENITY project will develop novel artificial intelligence and data storage approaches that will permit to tackle objectives like maximising providers&#8217; profits, optimising data latency and minimising total purchase cost for customers.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div><\/div>\n<\/div><\/section>\n\n\n<section class=\"section section wp-block-unilux-blocks-quick-link-discover-section\">\n    <div class=\"container xl:max-w-screen-xl\">\n        \n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"discover-more-about-pcog\"\n    >\nDiscover More 91短视频 PCOG<\/h2>\n\n<ul class=\"wp-block-unilux-blocks-quick-link-discover quick-link-list\">\n<li class=\"wp-block-unilux-blocks-quick-link-discover-item\">\n    <a\n                    href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/pcog\/people\/\"\n                    class=\"quick-link\"\n            target=\"\"\n    >\n            <span class=\"quick-link__container\">\n                <span class=\"quick-link__text\">\n                    Members                <\/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>            <\/span>\n    <\/a>\n<\/li>\n\n\n\n<li class=\"wp-block-unilux-blocks-quick-link-discover-item\">\n    <a\n                    href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/pcog\/publications\/\"\n                    class=\"quick-link\"\n            target=\"\"\n    >\n            <span class=\"quick-link__container\">\n                <span class=\"quick-link__text\">\n                    Publications                <\/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>            <\/span>\n    <\/a>\n<\/li>\n\n\n\n<li class=\"wp-block-unilux-blocks-quick-link-discover-item\">\n    <a\n                    href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/pcog\/partners\/\"\n                    class=\"quick-link\"\n            target=\"\"\n    >\n            <span class=\"quick-link__container\">\n                <span class=\"quick-link__text\">\n                    Our Partners                <\/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>            <\/span>\n    <\/a>\n<\/li>\n<\/ul>\n    <\/div>\n<\/section><\/div>","protected":false},"excerpt":{"rendered":"<p>Solving today\u2019s scientific and real-world problems not only requires high-performance computing (HPC), but also new generations of artificial intelligence algorithms. PCOG conducts research in parallel computing, search and optimisation techniques, to provide efficient, scalable and robust solutions to state-of-the-art, large-scale discrete\/combinatorial problems.<\/p>\n","protected":false},"author":39,"featured_media":0,"parent":98,"menu_order":0,"template":"","meta":{"featured_image_focal_point":[],"show_featured_caption":false,"ulux_newsletter_groups":"","uluxPostTitle":"Parallel Computing and Optimisation (PCOG)","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":[],"organisation":[],"authorship":[39,160,143],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v22.3) - 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