{"id":14231,"date":"2025-01-20T11:39:30","date_gmt":"2025-01-20T10:39:30","guid":{"rendered":"https:\/\/www.uni.lu\/snt-en\/?post_type=research-projects&#038;p=14231"},"modified":"2025-07-29T15:29:29","modified_gmt":"2025-07-29T13:29:29","slug":"finsat","status":"publish","type":"research-projects","link":"https:\/\/www.uni.lu\/snt-en\/research-projects\/finsat\/","title":{"rendered":"Automated Investment Advice using Artificial Intelligence on Satellite Data (FinSat)"},"content":{"rendered":"\n<section class=\"py-0 wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\">\n<section class=\"section no-padding-y wp-block-unilux-blocks-hero\">\n    <div class=\"hero hero--2  \">\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=\"automated-investment-advice-using-artificial-intelligence-on-satellite-data-finsat\"\n    >\nAutomated Investment Advice using Artificial Intelligence on Satellite Data (FinSat)<\/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=\"FinSat Hero Image\"\n            src=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2024\/10\/FinSat_Hero_Scaled.png\"\n                srcset=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2024\/10\/FinSat_Hero_Scaled-300x225.png 300w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2024\/10\/FinSat_Hero_Scaled-768x576.png 768w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2024\/10\/FinSat_Hero_Scaled.png 1024w\"\n                style=\"object-position: 65.00% 11.00%; font-family: &quot;object-fit: cover; object-position: 65.00% 11.00%;&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\">The PayPal-FNR PEARL Chair drives innovation in digital finance, advancing Luxembourg&#8217;s leadership in cutting-edge financial services.<\/p>\n\n\n<ul class=\"wp-block-unilux-blocks-custom-buttons btn-list\">\n\n<\/ul>\n<\/div>\n<\/div>\n    <\/div>\n<\/section><\/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=\"the-project-at-a-glance\"\n    >\n<br>The project at a glance<\/h2>\n\n\n<div class=\"icon-info-wrapper\">\n    <ul class=\"wp-block-unilux-blocks-icon-info\">\n        <li class=\"wp-block-unilux-blocks-icon-info-item\">\n    \n<div class=\"wp-block-unilux-blocks-wrapper icon-info\">\n<div class=\"icon--primary icon--secondary-2  wp-block-unilux-blocks-icon-picker\">\n    <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--duration \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--duration\"><\/use><\/svg><\/div>\n\n\n<p class=\"has-1-125-rem-font-size\">Start date:<br><strong>01 Aug 2023<\/strong><\/p>\n<\/div>\n<\/li>\n<li class=\"wp-block-unilux-blocks-icon-info-item\">\n    \n<div class=\"wp-block-unilux-blocks-wrapper icon-info\">\n<div class=\"icon--primary icon--secondary-2  wp-block-unilux-blocks-icon-picker\">\n    <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--format \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--format\"><\/use><\/svg><\/div>\n\n\n<p class=\"has-1-125-rem-font-size\">Duration in months:<br><strong>24<\/strong><\/p>\n<\/div>\n<\/li>\n<li class=\"wp-block-unilux-blocks-icon-info-item\">\n    \n<div class=\"wp-block-unilux-blocks-wrapper icon-info\">\n<div class=\"icon--primary icon--secondary-2  wp-block-unilux-blocks-icon-picker\">\n    <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--funding \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--funding\"><\/use><\/svg><\/div>\n\n\n<p class=\"has-1-125-rem-font-size\">Funding:<br><strong>Fonds National de la Recherche (FNR)<\/strong><\/p>\n<\/div>\n<\/li>\n<li class=\"wp-block-unilux-blocks-icon-info-item\">\n    \n<div class=\"wp-block-unilux-blocks-wrapper icon-info\">\n<div class=\"icon--primary icon--secondary-2  wp-block-unilux-blocks-icon-picker\">\n    <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--principal-investigator \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--principal-investigator\"><\/use><\/svg><\/div>\n\n\n<p class=\"has-1-125-rem-font-size\">Principal Investigator(s)::<br><strong>Symeon Chatzinotas<\/strong><br><strong>Michael Halling<br><br><br><\/strong><\/p>\n<\/div>\n<\/li>\n    <\/ul>\n<\/div>\n\n\n\n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"about\"\n    >\nAbout<\/h2>\n\n\n\n<p>The FinSAT project explores the use of artificial intelligence (AI) and satellite data to develop automated investment strategies that provide real-time financial insights. With the growing volume of data from satellite sources, traditional methods of processing and analysing this data have become inefficient. This project aims to leverage AI\u2019s ability to process large datasets, including satellite imagery, maritime, and aeronautical data, to offer insights into economic activities and market movements. By integrating these datasets with socioeconomic indicators, the project seeks to create predictive models that enhance investment decision-making. Key objectives include developing deep learning algorithms to analyse satellite-derived datasets, constructing models that predict market behaviour, and designing AI-driven financial solutions that optimise investment portfolios. The expected outcomes of the project include the creation of AI-based tools that can automate the investment process, reduce reliance on human advisors, and offer cost-effective, personalised financial advice.<br><\/p>\n\n\n\n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"organisation-and-partners\"\n    >\nOrganisation and Partners<\/h2>\n\n\n\n<p><strong>Faculty of Law, Economics and Finance (FDEF)<br>Interdisciplinary Centre for Security, Reliability and Trust (SnT)<br>National Centre of Excellence in Research (NCER) in Financial Technologies<\/strong><\/p>\n\n\n<div class=\"wp-block-unilux-blocks-spacer is-spacer-size-sm\"><\/div>\n\n<div class=\"py-48 first:pt-0 last:pb-0 wp-block-unilux-blocks-people-list\">\n    \n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-team\"\n    >\nProject team<\/h2>\n<ul class=\"flex flex-wrap -mx-16 wp-block-unilux-blocks-people-item-wrapper\">\n    <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-item-automated\"><div class=\"ulux-card card-people bg-theme\"><div class=\"list-people bg-theme\">\n    <div class=\"list-people__container\">\n        <div class=\"list-people__visual\">\n            <figure class=\"wp-block-dev4-reusable-blocks-image\">\n                <!-- Template Image Component: default -->\n<img decoding=\"async\" class=\"w-full\" width=\"\" height=\"\" rel=\"\" alt=\"Prof Symeon CHATZINOTAS\" src=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwMDEyMzRfX1N5bWVvbiBDSEFUWklOT1RBUw==\" srcset=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwMDEyMzRfX1N5bWVvbiBDSEFUWklOT1RBUw==--thumbnail 150w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMDEyMzRfX1N5bWVvbiBDSEFUWklOT1RBUw==--medium 300w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMDEyMzRfX1N5bWVvbiBDSEFUWklOT1RBUw==--medium_large 768w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMDEyMzRfX1N5bWVvbiBDSEFUWklOT1RBUw==--large 1024w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMDEyMzRfX1N5bWVvbiBDSEFUWklOT1RBUw==--1536x1536 1536w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMDEyMzRfX1N5bWVvbiBDSEFUWklOT1RBUw==--2048x2048 2048w\" loading=\"lazy\" \/><!-- end Image Component -->\n            <\/figure>\n        <\/div>\n        <div class=\"list-people__body\">\n            <h3 class=\"list-people__title\">Prof Symeon CHATZINOTAS<\/h3>\n            <p class=\"list-people__description\">Full professor<\/p>\n            <div class=\"wp-block-unilux-blocks-simple-cta wp-block-unilux-blocks-people-item-automated\">\n    <a\n        href=\"https:\/\/www.uni.lu\/snt-en\/people\/symeon-chatzinotas\/\"\n        title=\"Prof Symeon CHATZINOTAS\"\n        class=\"link-text link-text--icon list-people__link 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>\n    <\/div>\n<\/div>\n<\/div><\/li><li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-item-automated\"><div class=\"ulux-card card-people bg-theme\"><div class=\"list-people bg-theme\">\n    <div class=\"list-people__container\">\n        <div class=\"list-people__visual\">\n            <figure class=\"wp-block-dev4-reusable-blocks-image\">\n                <!-- Template Image Component: default -->\n<img decoding=\"async\" class=\"w-full\" width=\"\" height=\"\" rel=\"\" alt=\"Prof Michael HALLING\" src=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwMjI0MzRfX01pY2hhZWwgSEFMTElORw==\" srcset=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwMjI0MzRfX01pY2hhZWwgSEFMTElORw==--thumbnail 150w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMjI0MzRfX01pY2hhZWwgSEFMTElORw==--medium 300w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMjI0MzRfX01pY2hhZWwgSEFMTElORw==--medium_large 768w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMjI0MzRfX01pY2hhZWwgSEFMTElORw==--large 1024w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMjI0MzRfX01pY2hhZWwgSEFMTElORw==--1536x1536 1536w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMjI0MzRfX01pY2hhZWwgSEFMTElORw==--2048x2048 2048w\" loading=\"lazy\" \/><!-- end Image Component -->\n            <\/figure>\n        <\/div>\n        <div class=\"list-people__body\">\n            <h3 class=\"list-people__title\">Prof Michael HALLING<\/h3>\n            <p class=\"list-people__description\">Full Professor for the Chair in Sustainable Finance<\/p>\n            <div class=\"wp-block-unilux-blocks-simple-cta wp-block-unilux-blocks-people-item-automated\">\n    <a\n        href=\"https:\/\/www.uni.lu\/fdef-en\/people\/michael-halling\/\"\n        title=\"Prof Michael HALLING\"\n        class=\"link-text link-text--icon list-people__link 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>\n    <\/div>\n<\/div>\n<\/div><\/li><li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-item-automated\"><div class=\"ulux-card card-people bg-theme\"><div class=\"list-people bg-theme\">\n    <div class=\"list-people__container\">\n        <div class=\"list-people__visual\">\n            <figure class=\"wp-block-dev4-reusable-blocks-image\">\n                <!-- Template Image Component: default -->\n<img decoding=\"async\" class=\"w-full\" width=\"\" height=\"\" rel=\"\" alt=\"Assist. Prof Eva LAGUNAS\" src=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwMDIxNTZfX0V2YSBMQUdVTkFT\" srcset=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwMDIxNTZfX0V2YSBMQUdVTkFT--thumbnail 150w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMDIxNTZfX0V2YSBMQUdVTkFT--medium 300w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMDIxNTZfX0V2YSBMQUdVTkFT--medium_large 768w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMDIxNTZfX0V2YSBMQUdVTkFT--large 1024w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMDIxNTZfX0V2YSBMQUdVTkFT--1536x1536 1536w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMDIxNTZfX0V2YSBMQUdVTkFT--2048x2048 2048w\" loading=\"lazy\" \/><!-- end Image Component -->\n            <\/figure>\n        <\/div>\n        <div class=\"list-people__body\">\n            <h3 class=\"list-people__title\">Assist. Prof Eva LAGUNAS<\/h3>\n            <p class=\"list-people__description\">Assistant professor in Design and Optimisation of Non-Terrestrial Communication Systems<\/p>\n            <div class=\"wp-block-unilux-blocks-simple-cta wp-block-unilux-blocks-people-item-automated\">\n    <a\n        href=\"https:\/\/www.uni.lu\/snt-en\/people\/eva-lagunas\/\"\n        title=\"Assist. Prof Eva LAGUNAS\"\n        class=\"link-text link-text--icon list-people__link 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>\n    <\/div>\n<\/div>\n<\/div><\/li><li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-item-automated\"><div class=\"ulux-card card-people bg-theme\"><div class=\"list-people bg-theme\">\n    <div class=\"list-people__container\">\n        <div class=\"list-people__visual\">\n            <figure class=\"wp-block-dev4-reusable-blocks-image\">\n                <!-- Template Image Component: default -->\n<img decoding=\"async\" class=\"w-full\" width=\"\" height=\"\" rel=\"\" alt=\"Dr. Madyan Abdullah Othman AL-SENWI\" src=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwNDMxNjhfX01hZHlhbiBBYmR1bGxhaCBPdGhtYW4gQUwtU0VOV0k=\" srcset=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwNDMxNjhfX01hZHlhbiBBYmR1bGxhaCBPdGhtYW4gQUwtU0VOV0k=--thumbnail 150w,https:\/\/www.uni.lu\/en\/person-image\/NTAwNDMxNjhfX01hZHlhbiBBYmR1bGxhaCBPdGhtYW4gQUwtU0VOV0k=--medium 300w,https:\/\/www.uni.lu\/en\/person-image\/NTAwNDMxNjhfX01hZHlhbiBBYmR1bGxhaCBPdGhtYW4gQUwtU0VOV0k=--medium_large 768w,https:\/\/www.uni.lu\/en\/person-image\/NTAwNDMxNjhfX01hZHlhbiBBYmR1bGxhaCBPdGhtYW4gQUwtU0VOV0k=--large 1024w,https:\/\/www.uni.lu\/en\/person-image\/NTAwNDMxNjhfX01hZHlhbiBBYmR1bGxhaCBPdGhtYW4gQUwtU0VOV0k=--1536x1536 1536w,https:\/\/www.uni.lu\/en\/person-image\/NTAwNDMxNjhfX01hZHlhbiBBYmR1bGxhaCBPdGhtYW4gQUwtU0VOV0k=--2048x2048 2048w\" loading=\"lazy\" \/><!-- end Image Component -->\n            <\/figure>\n        <\/div>\n        <div class=\"list-people__body\">\n            <h3 class=\"list-people__title\">Dr. Madyan Abdullah Othman AL-SENWI<\/h3>\n            <p class=\"list-people__description\">Research scientist<\/p>\n            <div class=\"wp-block-unilux-blocks-simple-cta wp-block-unilux-blocks-people-item-automated\">\n    <a\n        href=\"https:\/\/www.uni.lu\/snt-en\/people\/madyan-abdullah-othman-al-senwi\/\"\n        title=\"Dr. Madyan Abdullah Othman AL-SENWI\"\n        class=\"link-text link-text--icon list-people__link 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>\n    <\/div>\n<\/div>\n<\/div><\/li><li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-item-automated\"><div class=\"ulux-card card-people bg-theme\"><div class=\"list-people bg-theme\">\n    <div class=\"list-people__container\">\n        <div class=\"list-people__visual\">\n            <figure class=\"wp-block-dev4-reusable-blocks-image\">\n                <!-- Template Image Component: default -->\n<img decoding=\"async\" class=\"w-full\" width=\"\" height=\"\" rel=\"\" alt=\"Khushboo GEHI\" src=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwNzU4NTFfX0todXNoYm9vIEdFSEk=\" srcset=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwNzU4NTFfX0todXNoYm9vIEdFSEk=--thumbnail 150w,https:\/\/www.uni.lu\/en\/person-image\/NTAwNzU4NTFfX0todXNoYm9vIEdFSEk=--medium 300w,https:\/\/www.uni.lu\/en\/person-image\/NTAwNzU4NTFfX0todXNoYm9vIEdFSEk=--medium_large 768w,https:\/\/www.uni.lu\/en\/person-image\/NTAwNzU4NTFfX0todXNoYm9vIEdFSEk=--large 1024w,https:\/\/www.uni.lu\/en\/person-image\/NTAwNzU4NTFfX0todXNoYm9vIEdFSEk=--1536x1536 1536w,https:\/\/www.uni.lu\/en\/person-image\/NTAwNzU4NTFfX0todXNoYm9vIEdFSEk=--2048x2048 2048w\" loading=\"lazy\" \/><!-- end Image Component -->\n            <\/figure>\n        <\/div>\n        <div class=\"list-people__body\">\n            <h3 class=\"list-people__title\">Khushboo GEHI<\/h3>\n            <p class=\"list-people__description\">Doctoral researcher<\/p>\n            <div class=\"wp-block-unilux-blocks-simple-cta wp-block-unilux-blocks-people-item-automated\">\n    <a\n        href=\"https:\/\/www.uni.lu\/snt-en\/people\/khushboo-gehi\/\"\n        title=\"Khushboo GEHI\"\n        class=\"link-text link-text--icon list-people__link 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>\n    <\/div>\n<\/div>\n<\/div><\/li><\/ul>\n\n<\/div>\n\n\n\n\n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"keywords\"\n    >\nKeywords<\/h2>\n\n\n\n<p><strong>Artificial Intelligence<\/strong><br><strong>Satellite Data<\/strong><br><strong>Investment Strategies<\/strong><br><strong>Automated Financial Solutions<\/strong><br><strong>Predictive Modeling<\/strong><br><strong>Deep Learning<\/strong><\/p>\n<\/div><\/section>\n","protected":false},"excerpt":{"rendered":"<p>The FinSAT project explores AI-driven investment solutions that use satellite data to generate real-time, automated financial insights for informed decision-making.<\/p>\n","protected":false},"author":326,"featured_media":0,"parent":0,"menu_order":0,"template":"","meta":{"featured_image_focal_point":{"x":0.54,"y":0.49},"show_featured_caption":false,"ulux_newsletter_groups":"","uluxPostTitle":"FinSat","uluxPrePostTitle":"","_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,"rpp_rp_identifier":"13206","rpp_taxonomies_in_sync":true},"research-project-status":[],"research-project-type":[263],"field-of-interest":[281,288],"organisation":[186,101,184,354],"authorship":[326],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v22.3) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>finsat satellite data fusion for financial market analysis - SnT I University of Luxembourg<\/title>\n<meta name=\"description\" content=\"FINSAT integrates satellite data and machine learning to uncover financial market trends, enhancing decision-making in finance through Earth observation.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.uni.lu\/snt-en\/research-projects\/finsat\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Automated Investment Advice using Artificial Intelligence on Satellite Data (FinSat)\" \/>\n<meta property=\"og:description\" content=\"FINSAT integrates satellite data and machine learning to uncover 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