{"id":22153,"date":"2025-04-22T07:43:55","date_gmt":"2025-04-22T05:43:55","guid":{"rendered":"https:\/\/sites.uclouvain.be\/RF-SOI-group\/?page_id=22153"},"modified":"2025-04-22T07:49:35","modified_gmt":"2025-04-22T05:49:35","slug":"islamguven","status":"publish","type":"page","link":"https:\/\/sites.uclouvain.be\/RF-SOI-group\/islamguven\/","title":{"rendered":"Islam Guven"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"22153\" class=\"elementor elementor-22153\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9ef7e6b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9ef7e6b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f04fb07\" data-id=\"f04fb07\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fa56935 elementor-widget elementor-widget-heading\" data-id=\"fa56935\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Islam Guven<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-965c6f6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"965c6f6\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-32a1107\" data-id=\"32a1107\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7f36578 elementor-widget elementor-widget-image\" data-id=\"7f36578\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"155\" height=\"155\" src=\"https:\/\/sites.uclouvain.be\/RF-SOI-group\/wp-content\/uploads\/2025\/04\/islam.png\" class=\"attachment-medium size-medium wp-image-22073\" alt=\"\" srcset=\"https:\/\/sites.uclouvain.be\/RF-SOI-group\/wp-content\/uploads\/2025\/04\/islam.png 155w, https:\/\/sites.uclouvain.be\/RF-SOI-group\/wp-content\/uploads\/2025\/04\/islam-150x150.png 150w\" sizes=\"(max-width: 155px) 100vw, 155px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-0d74837\" data-id=\"0d74837\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a6af90f elementor-widget elementor-widget-text-editor\" data-id=\"a6af90f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Islam Guven is a Ph.D. researcher in the RF-SOI group at UCLouvain, with a focus on integrating artificial intelligence into RF and analog circuit design processes. He will be developing multi-agent reinforcement learning and evolutionary strategies to assist designers in automating the co-design of complex multi-component systems.<\/p><p>He holds an M.Sc. degree in Electrical Engineering from Ozyegin University, and his research background spans multi-agent systems, time-frequency analysis, and optimization techniques applied to autonomous drones and signal processing.<\/p><p>He is currently transitioning into integrated circuit design, where he is building intelligent design frameworks that leverage modern EDA tools alongside deep learning techniques.<\/p><p>His research interests include:<\/p><ul><li>Applying multi-agent reinforcement learning to automate multi-block RF circuit design,<\/li><li>Exploring graph neural networks for efficient dataset generation in the circuit design domain,<\/li><li>Reducing data dependency in AI models through hybrid approaches such as neuroevolutionary algorithms.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-99b60d9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"99b60d9\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8afd50e\" data-id=\"8afd50e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3d5cbe3 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"3d5cbe3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ecf9181 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ecf9181\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9c1a258\" data-id=\"9c1a258\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-95ded2b elementor-widget elementor-widget-text-editor\" data-id=\"95ded2b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"text-decoration: underline;\"><strong>Publications<\/strong><\/span><\/p><p><span style=\"color: #ff0050;\"><strong>Conference Proceedings<\/strong><\/span><\/p><ol><li>I. Guven, C Yagmur, B Karadas, M Parlak, \u201cClassifying LPI Radar Waveforms With Time-Frequency Transformations Using Multi-Stage CNN System\u201d 2022 23rd International Radar Symposium (IRS), 501-506<\/li><li>I. Guven, M Parlak, \u201cBlockchain, AI and IoT Empowered Swarm Drones for Precision Agriculture Applications\u201d 2022 IEEE 1st Global Emerging Technology Blockchain Forum: Blockchain &amp; Beyond (iGETblockchain)<\/li><li>I. G\u00fcven, E. Yanmaz, \u201cMaintaining connectivity for multi-UAV multi-target search using reinforcement learning\u201d, Proceedings of the Int&#8217;l ACM Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications<\/li><\/ol><p><span style=\"color: #ff0050;\"><strong>Journal Papers<\/strong><\/span><\/p><ol><li>E. Yanmaz, HM. Balanji, I. G\u00fcven, \u201cDynamic multi-UAV path planning for multi-target search and connectivity\u201d IEEE Transactions on Vehicular Technology 73 (7), 10516-10528, 2024<\/li><li>I. G\u00fcven, E. Yanmaz, \u201cMulti-objective path planning for multi-UAV connectivity and area coverage\u201d, Ad Hoc Networks 160, 103520, 2024<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Islam Guven Islam Guven is a Ph.D. researcher in the RF-SOI group at UCLouvain, with a focus on integrating artificial intelligence into RF and analog circuit design processes. He will be developing multi-agent reinforcement learning and evolutionary strategies to assist designers in automating the co-design of complex multi-component systems. He holds an M.Sc. degree in [&hellip;]<\/p>\n","protected":false},"author":13,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-22153","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sites.uclouvain.be\/RF-SOI-group\/wp-json\/wp\/v2\/pages\/22153","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.uclouvain.be\/RF-SOI-group\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.uclouvain.be\/RF-SOI-group\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.uclouvain.be\/RF-SOI-group\/wp-json\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.uclouvain.be\/RF-SOI-group\/wp-json\/wp\/v2\/comments?post=22153"}],"version-history":[{"count":5,"href":"https:\/\/sites.uclouvain.be\/RF-SOI-group\/wp-json\/wp\/v2\/pages\/22153\/revisions"}],"predecessor-version":[{"id":22203,"href":"https:\/\/sites.uclouvain.be\/RF-SOI-group\/wp-json\/wp\/v2\/pages\/22153\/revisions\/22203"}],"wp:attachment":[{"href":"https:\/\/sites.uclouvain.be\/RF-SOI-group\/wp-json\/wp\/v2\/media?parent=22153"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}