{"id":11476,"date":"2025-08-26T09:52:55","date_gmt":"2025-08-26T00:52:55","guid":{"rendered":"https:\/\/www.ibs.re.kr\/bimag\/?post_type=tribe_events&p=11476"},"modified":"2025-08-26T09:53:31","modified_gmt":"2025-08-26T00:53:31","slug":"empirical-modeling-of-bifurcations-and-chaos-from-time-series-stephan-munch","status":"publish","type":"tribe_events","link":"https:\/\/www.ibs.re.kr\/bimag\/event\/empirical-modeling-of-bifurcations-and-chaos-from-time-series-stephan-munch\/","title":{"rendered":"Empirical modeling of bifurcations and chaos from time series – Stephan Munch"},"content":{"rendered":"

Abstract<\/strong><\/p>\n

Many natural systems exhibit complex dynamics and are prone to sudden changes or \u2018regime shifts\u2019. At the same time, many of these systems are sparsely observed posing considerable challenges for modeling and control. Here I will describe recent developments in empirical dynamic modeling (EDM) for inference of bifurcations and anticipation of unseen dynamical regimes from ecological time series.<\/p>\n","protected":false},"excerpt":{"rendered":"

Abstract Many natural systems exhibit complex dynamics and are prone to sudden changes or \u2018regime shifts\u2019. At the same time, many of these systems are sparsely observed posing considerable challenges … <\/p>\n

Continue reading “Empirical modeling of bifurcations and chaos from time series – Stephan Munch”<\/span><\/a><\/p>\n","protected":false},"author":5,"featured_media":11479,"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-11476","tribe_events","type-tribe_events","status-publish","has-post-thumbnail","hentry","tribe_events_cat-biomedical-mathematics-colloquium","cat_biomedical-mathematics-colloquium"],"yoast_head":"\nEmpirical modeling of bifurcations and chaos from time series - Stephan Munch - 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\/empirical-modeling-of-bifurcations-and-chaos-from-time-series-stephan-munch\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Empirical modeling of bifurcations and chaos from time series - Stephan Munch - Biomedical Mathematics Group\" \/>\n<meta property=\"og:description\" content=\"Abstract Many natural systems exhibit complex dynamics and are prone to sudden changes or \u2018regime shifts\u2019. At the same time, many of these systems are sparsely observed posing considerable challenges … Continue reading "Empirical modeling of bifurcations and chaos from time series – Stephan Munch"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.ibs.re.kr\/bimag\/event\/empirical-modeling-of-bifurcations-and-chaos-from-time-series-stephan-munch\/\" \/>\n<meta property=\"og:site_name\" content=\"Biomedical Mathematics Group\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-26T00:53:31+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.ibs.re.kr\/bimag\/cms\/wp-content\/uploads\/2025\/08\/head2-e1756169564670.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"250\" \/>\n\t<meta property=\"og:image:height\" content=\"337\" \/>\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\\\/empirical-modeling-of-bifurcations-and-chaos-from-time-series-stephan-munch\\\/\",\"url\":\"https:\\\/\\\/www.ibs.re.kr\\\/bimag\\\/event\\\/empirical-modeling-of-bifurcations-and-chaos-from-time-series-stephan-munch\\\/\",\"name\":\"Empirical modeling of bifurcations and chaos from time series - 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