{"id":10780,"date":"2025-02-17T17:12:12","date_gmt":"2025-02-17T08:12:12","guid":{"rendered":"https:\/\/www.ibs.re.kr\/bimag\/?post_type=tribe_events&#038;p=10780"},"modified":"2025-02-17T17:20:31","modified_gmt":"2025-02-17T08:20:31","slug":"koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao","status":"publish","type":"tribe_events","link":"https:\/\/www.ibs.re.kr\/bimag\/event\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\/","title":{"rendered":"Koopman operator approach to complex rhythmic systems &#8211; Hiroya Nakao"},"content":{"rendered":"<p><strong>Abstract<\/strong><\/p>\n<p>Spontaneous rhythmic oscillations are widely observed in real-world systems. Synchronized rhythmic oscillations often provide important functions for biological or engineered systems. One of the useful theoretical methods for analyzing rhythmic oscillations is the phase reduction theory for weakly perturbed limit-cycle oscillators, which systematically gives a low-dimensional description of the oscillatory dynamics using only the asymptotic phase of the oscillator. Recent advances in Koopman operator theory provide a new viewpoint on phase reduction, yielding an operator-theoretic definition of the classical notion of the asymptotic phase and, moreover, of the amplitudes, which characterize distances from the limit cycle. This led to the generalization of classical phase reduction to phase-amplitude reduction, which can characterize amplitude deviations of the oscillator from the unperturbed limit cycle in addition to the phase along the cycle in a systematic manner. In the talk, these theories are briefly reviewed and then applied to several examples of synchronizing rhythmic systems, including biological oscillators, networked dynamical systems, and rhythmic spatiotemporal patterns.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Abstract Spontaneous rhythmic oscillations are widely observed in real-world systems. Synchronized rhythmic oscillations often provide important functions for biological or engineered systems. One of the useful theoretical methods for analyzing &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.ibs.re.kr\/bimag\/event\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Koopman operator approach to complex rhythmic systems &#8211; Hiroya Nakao&#8221;<\/span><\/a><\/p>\n","protected":false},"author":9,"featured_media":10785,"template":"","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","_uag_custom_page_level_css":"","_tribe_events_status":"","_tribe_events_status_reason":"","footnotes":""},"tags":[],"tribe_events_cat":[221],"class_list":["post-10780","tribe_events","type-tribe_events","status-publish","has-post-thumbnail","hentry","tribe_events_cat-biomedical-mathematics-colloquium","cat_biomedical-mathematics-colloquium"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Koopman operator approach to complex rhythmic systems - Hiroya Nakao - Biomedical Mathematics Group<\/title>\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.ibs.re.kr\/bimag\/event\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Koopman operator approach to complex rhythmic systems - Hiroya Nakao - Biomedical Mathematics Group\" \/>\n<meta property=\"og:description\" content=\"Abstract Spontaneous rhythmic oscillations are widely observed in real-world systems. Synchronized rhythmic oscillations often provide important functions for biological or engineered systems. One of the useful theoretical methods for analyzing &hellip; Continue reading &quot;Koopman operator approach to complex rhythmic systems &#8211; Hiroya Nakao&quot;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.ibs.re.kr\/bimag\/event\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\/\" \/>\n<meta property=\"og:site_name\" content=\"Biomedical Mathematics Group\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-17T08:20:31+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.ibs.re.kr\/bimag\/cms\/wp-content\/uploads\/2025\/02\/nakao-hiroya.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"246\" \/>\n\t<meta property=\"og:image:height\" content=\"246\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/event\\\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\\\/\",\"url\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/event\\\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\\\/\",\"name\":\"Koopman operator approach to complex rhythmic systems - Hiroya Nakao - Biomedical Mathematics Group\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/event\\\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/event\\\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/cms\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/nakao-hiroya.jpg\",\"datePublished\":\"2025-02-17T08:12:12+00:00\",\"dateModified\":\"2025-02-17T08:20:31+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/event\\\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/event\\\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/event\\\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/cms\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/nakao-hiroya.jpg\",\"contentUrl\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/cms\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/nakao-hiroya.jpg\",\"width\":246,\"height\":246},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/event\\\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Events\",\"item\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/events\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Koopman operator approach to complex rhythmic systems &#8211; Hiroya Nakao\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/#website\",\"url\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/\",\"name\":\"Biomedical Mathematics Group\",\"description\":\"\uae30\ucd08\uacfc\ud559\uc5f0\uad6c\uc6d0 \uc758\uc0dd\uba85\uc218\ud559\uadf8\ub8f9\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/#organization\",\"name\":\"IBS Biomedical Mathematics Group\",\"url\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/cms\\\/wp-content\\\/uploads\\\/2021\\\/02\\\/ibs-circle-1.png\",\"contentUrl\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/cms\\\/wp-content\\\/uploads\\\/2021\\\/02\\\/ibs-circle-1.png\",\"width\":250,\"height\":250,\"caption\":\"IBS Biomedical Mathematics Group\"},\"image\":{\"@id\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Koopman operator approach to complex rhythmic systems - Hiroya Nakao - Biomedical Mathematics Group","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.ibs.re.kr\/bimag\/event\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\/","og_locale":"en_US","og_type":"article","og_title":"Koopman operator approach to complex rhythmic systems - Hiroya Nakao - Biomedical Mathematics Group","og_description":"Abstract Spontaneous rhythmic oscillations are widely observed in real-world systems. Synchronized rhythmic oscillations often provide important functions for biological or engineered systems. One of the useful theoretical methods for analyzing &hellip; Continue reading \"Koopman operator approach to complex rhythmic systems &#8211; Hiroya Nakao\"","og_url":"https:\/\/www.ibs.re.kr\/bimag\/event\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\/","og_site_name":"Biomedical Mathematics Group","article_modified_time":"2025-02-17T08:20:31+00:00","og_image":[{"width":246,"height":246,"url":"https:\/\/www.ibs.re.kr\/bimag\/cms\/wp-content\/uploads\/2025\/02\/nakao-hiroya.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.ibs.re.kr\/bimag\/event\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\/","url":"https:\/\/www.ibs.re.kr\/bimag\/event\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\/","name":"Koopman operator approach to complex rhythmic systems - Hiroya Nakao - Biomedical Mathematics Group","isPartOf":{"@id":"https:\/\/www.ibs.re.kr\/bimag\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.ibs.re.kr\/bimag\/event\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\/#primaryimage"},"image":{"@id":"https:\/\/www.ibs.re.kr\/bimag\/event\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\/#primaryimage"},"thumbnailUrl":"https:\/\/www.ibs.re.kr\/bimag\/cms\/wp-content\/uploads\/2025\/02\/nakao-hiroya.jpg","datePublished":"2025-02-17T08:12:12+00:00","dateModified":"2025-02-17T08:20:31+00:00","breadcrumb":{"@id":"https:\/\/www.ibs.re.kr\/bimag\/event\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.ibs.re.kr\/bimag\/event\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.ibs.re.kr\/bimag\/event\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\/#primaryimage","url":"https:\/\/www.ibs.re.kr\/bimag\/cms\/wp-content\/uploads\/2025\/02\/nakao-hiroya.jpg","contentUrl":"https:\/\/www.ibs.re.kr\/bimag\/cms\/wp-content\/uploads\/2025\/02\/nakao-hiroya.jpg","width":246,"height":246},{"@type":"BreadcrumbList","@id":"https:\/\/www.ibs.re.kr\/bimag\/event\/koopman-operator-approach-to-complex-rhythmic-systems-hiroya-nakao\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.ibs.re.kr\/bimag\/"},{"@type":"ListItem","position":2,"name":"Events","item":"https:\/\/www.ibs.re.kr\/bimag\/events\/"},{"@type":"ListItem","position":3,"name":"Koopman operator approach to complex rhythmic systems &#8211; Hiroya Nakao"}]},{"@type":"WebSite","@id":"https:\/\/www.ibs.re.kr\/bimag\/#website","url":"https:\/\/www.ibs.re.kr\/bimag\/","name":"Biomedical Mathematics Group","description":"\uae30\ucd08\uacfc\ud559\uc5f0\uad6c\uc6d0 \uc758\uc0dd\uba85\uc218\ud559\uadf8\ub8f9","publisher":{"@id":"https:\/\/www.ibs.re.kr\/bimag\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.ibs.re.kr\/bimag\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.ibs.re.kr\/bimag\/#organization","name":"IBS Biomedical Mathematics Group","url":"https:\/\/www.ibs.re.kr\/bimag\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.ibs.re.kr\/bimag\/#\/schema\/logo\/image\/","url":"https:\/\/www.ibs.re.kr\/bimag\/cms\/wp-content\/uploads\/2021\/02\/ibs-circle-1.png","contentUrl":"https:\/\/www.ibs.re.kr\/bimag\/cms\/wp-content\/uploads\/2021\/02\/ibs-circle-1.png","width":250,"height":250,"caption":"IBS Biomedical Mathematics Group"},"image":{"@id":"https:\/\/www.ibs.re.kr\/bimag\/#\/schema\/logo\/image\/"}}]}},"uagb_featured_image_src":{"full":["https:\/\/www.ibs.re.kr\/bimag\/cms\/wp-content\/uploads\/2025\/02\/nakao-hiroya.jpg",246,246,false],"thumbnail":["https:\/\/www.ibs.re.kr\/bimag\/cms\/wp-content\/uploads\/2025\/02\/nakao-hiroya-150x150.jpg",150,150,true],"medium":["https:\/\/www.ibs.re.kr\/bimag\/cms\/wp-content\/uploads\/2025\/02\/nakao-hiroya.jpg",246,246,false],"medium_large":["https:\/\/www.ibs.re.kr\/bimag\/cms\/wp-content\/uploads\/2025\/02\/nakao-hiroya.jpg",246,246,false],"large":["https:\/\/www.ibs.re.kr\/bimag\/cms\/wp-content\/uploads\/2025\/02\/nakao-hiroya.jpg",246,246,false],"1536x1536":["https:\/\/www.ibs.re.kr\/bimag\/cms\/wp-content\/uploads\/2025\/02\/nakao-hiroya.jpg",246,246,false],"2048x2048":["https:\/\/www.ibs.re.kr\/bimag\/cms\/wp-content\/uploads\/2025\/02\/nakao-hiroya.jpg",246,246,false],"dimag-thumbnail":["https:\/\/www.ibs.re.kr\/bimag\/cms\/wp-content\/uploads\/2025\/02\/nakao-hiroya.jpg",246,246,false],"twentyseventeen-featured-image":["https:\/\/www.ibs.re.kr\/bimag\/cms\/wp-content\/uploads\/2025\/02\/nakao-hiroya.jpg",246,246,false],"twentyseventeen-thumbnail-avatar":["https:\/\/www.ibs.re.kr\/bimag\/cms\/wp-content\/uploads\/2025\/02\/nakao-hiroya-100x100.jpg",100,100,true]},"uagb_author_info":{"display_name":"spinicck","author_link":"https:\/\/www.ibs.re.kr\/bimag\/author\/spinicck\/"},"uagb_comment_info":0,"uagb_excerpt":"Abstract Spontaneous rhythmic oscillations are widely observed in real-world systems. Synchronized rhythmic oscillations often provide important functions for biological or engineered systems. One of the useful theoretical methods for analyzing &hellip; Continue reading \"Koopman operator approach to complex rhythmic systems &#8211; Hiroya Nakao\"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.ibs.re.kr\/bimag\/wp-json\/wp\/v2\/tribe_events\/10780","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ibs.re.kr\/bimag\/wp-json\/wp\/v2\/tribe_events"}],"about":[{"href":"https:\/\/www.ibs.re.kr\/bimag\/wp-json\/wp\/v2\/types\/tribe_events"}],"author":[{"embeddable":true,"href":"https:\/\/www.ibs.re.kr\/bimag\/wp-json\/wp\/v2\/users\/9"}],"version-history":[{"count":1,"href":"https:\/\/www.ibs.re.kr\/bimag\/wp-json\/wp\/v2\/tribe_events\/10780\/revisions"}],"predecessor-version":[{"id":10783,"href":"https:\/\/www.ibs.re.kr\/bimag\/wp-json\/wp\/v2\/tribe_events\/10780\/revisions\/10783"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ibs.re.kr\/bimag\/wp-json\/wp\/v2\/media\/10785"}],"wp:attachment":[{"href":"https:\/\/www.ibs.re.kr\/bimag\/wp-json\/wp\/v2\/media?parent=10780"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ibs.re.kr\/bimag\/wp-json\/wp\/v2\/tags?post=10780"},{"taxonomy":"tribe_events_cat","embeddable":true,"href":"https:\/\/www.ibs.re.kr\/bimag\/wp-json\/wp\/v2\/tribe_events_cat?post=10780"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}