{"id":97,"date":"2023-06-12T03:59:49","date_gmt":"2023-06-12T03:59:49","guid":{"rendered":"https:\/\/website.prod.unilu.spikeseed.cloud\/lcsb-en\/?post_type=research-groups&#038;p=97"},"modified":"2025-06-24T10:23:40","modified_gmt":"2025-06-24T08:23:40","slug":"publications","status":"publish","type":"research-groups","link":"https:\/\/www.uni.lu\/lcsb-en\/research-groups\/ai-modelling-prediction\/publications\/","title":{"rendered":"Publications"},"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=\"e6fcd6db-22e3-45ce-8525-4f10521b97c6\">\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 Overview\" type=\"button\">\n            <span class=\"btn__name mr-auto\">Overview<\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n                <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\" \/>\n            <\/svg>\n        <\/button>\n\n        <ul id=\"secondary-navigation__list\" class=\"secondary-nav__list\">\n            <li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/lcsb-en\/research-groups\/ai-modelling-prediction\/\" 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\/lcsb-en\/research-groups\/ai-modelling-prediction\/research\/\" 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\">Research <\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/lcsb-en\/research-groups\/ai-modelling-prediction\/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\/lcsb-en\/research-groups\/ai-modelling-prediction\/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<li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/lcsb-en\/research-groups\/ai-modelling-prediction\/join-us\" 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\">Join us<\/span>\n    <\/a>\n<\/li>\n        <\/ul>\n    <\/nav>\n<\/div>\n<!-- end SecondaryNavigationMirror --><\/div><\/section>\n\n\n\n<section class=\"wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\">\n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"key-publications\"\n    >\nKey publications<\/h2>\n\n\n\n<ol class=\"ulux-list\">\n<li class=\"ulux-list-item\">D Proverbio, A Skupin and J Gon\u00e7alves. Systematic analysis and optimization of early warning signals for critical transitions using distribution data, iScience, Vol. 26, Issue 7, July 2023.<\/li>\n\n\n\n<li class=\"ulux-list-item\">A Montanari, L Freitas, D Proverbio and J Gon\u00e7alves. Functional observability and subspace reconstruction in nonlinear systems, Physical Review Research, Vol. 4, 043195, December 2022.<\/li>\n\n\n\n<li class=\"ulux-list-item\">D Proverbio, A Montanari, A Skupin and J Gon\u00e7alves. Buffering variability in cell regulation motifs close to criticality, Physical Review E, Vol. 106, No. 3, September 2022.<\/li>\n\n\n\n<li class=\"ulux-list-item\">Z Yue et al. System Aliasing in Dynamic Network Reconstruction: Issues on Low Sampling Frequencies, IEEE Transactions on Automatic Control, Vol. 66, Issue 12, December 2021.<\/li>\n\n\n\n<li class=\"ulux-list-item\">E Yeung et al. Data-Driven Network Models for Genetic Circuits From Time-Series Data with Incomplete Measurements, Journal of the Royal Society Interface, Vol. 18, No. 182, Sept 2021.<\/li>\n\n\n\n<li class=\"ulux-list-item\">J Markdahl et al. Almost global convergence to practical synchronization in the generalized Kuramoto model on networks over the n-sphere, Communications Physics, 4, Article number 187, Aug 2021.<\/li>\n\n\n\n<li class=\"ulux-list-item\">A Aalto et al. Gene regulatory network inference from sparsely sampled noisy data, Nature Communications, 11:3493, 2020.<\/li>\n\n\n\n<li class=\"ulux-list-item\">A Mauroy and J Gon\u00e7alves. Koopman-Based Lifting Techniques for Nonlinear Systems Identification, IEEE Transactions on Automatic Control, Vol. 65, Issue 6, June 2020.<\/li>\n\n\n\n<li class=\"ulux-list-item\">Li Yan et al. An interpretable mortality prediction model for COVID-19 patients, Nature Machine Intelligence, May 2020.<\/li>\n\n\n\n<li class=\"ulux-list-item\">Y Yuan et al. Data Driven Discovery of Cyber Physical Systems, Nature Communications, 10:4894, 2019.<\/li>\n<\/ol>\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:\/\/orbilu.uni.lu\/simple-search?query=affil%3A%28Systems+Control%29+OR+affil%3A%28AI+Modelling+and+Prediction%29\"\n                target=\"_blank\"\n        class=\"btn btn--secondary\"\n            >Full publication list on ORBilu<\/a>\n<\/li>\n<\/ul>\n<\/div><\/section>\n<\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":39,"featured_media":0,"parent":102,"menu_order":0,"template":"","meta":{"featured_image_focal_point":[],"show_featured_caption":false,"ulux_newsletter_groups":"","uluxPostTitle":"AI Modelling and Prediction","uluxPrePostTitle":"Research Group","_trash_the_other_posts":false,"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false},"field-of-interest":[281,290,291],"organisation":[],"authorship":[39],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v22.3) - 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