{"id":2981,"date":"2024-09-09T13:58:16","date_gmt":"2024-09-09T11:58:16","guid":{"rendered":"https:\/\/test.it-u.at\/?post_type=professor&p=1777"},"modified":"2025-10-22T13:42:13","modified_gmt":"2025-10-22T11:42:13","slug":"tiago-de-paula-peixoto","status":"publish","type":"professor","link":"https:\/\/it-u.at\/en\/research\/professors\/tiago-de-paula-peixoto\/","title":{"rendered":"Tiago de Paula Peixoto"},"content":{"rendered":"\n

Research group:<\/h2>\n\n\n\n

The \u2018Inverse Complexity Lab<\/a>\u2019 uses mathematics and computation to discover the hidden rules that govern the behavior of microbes, neurons, diseases, economies, and humans from large amounts of digital data.<\/p>\n\n\n\n

\n\n\n\n
\n
\n
\n
\n

Complex Systems and Network Science<\/h3>\n :read more<\/a>\n<\/div><\/div> <\/div>\n <\/div>\n<\/div>\n\n\n
\n\n\n\n

Short bio:<\/h2>\n\n\n\n

Tiago de Paula Peixoto received his habilitation in theoretical physics at the University of Bremen in 2017. Previously, he was an Associate Professor at the Central European University, Vienna (2019-2024), an Assistant Professor in Applied Mathematics at the University of Bath (2016-2019), External researcher at the ISI Foundation, Turin (2015-2020), and post-doc researcher at the University of Bremen (2011-2016) and Technical University of Darmstadt (2008-2011). He received his PhD in physics at the University of S\u00e3o Paulo in 2008. At IT:U he leads the \u2018Inverse Complexity Lab<\/a>\u2019, which combines statistical physics, computational statistics, information theory, Bayesian inference, and machine learning to study inverse problems in network science and complex systems. His work was recognized with the Erd\u0151s\u2013R\u00e9nyi Prize from the Network Science Society, and an Alexander von Humboldt Foundation Fellowship.<\/p>\n\n\n\n

\n

“Our ambition is to render obsolete the reliance on ad hoc<\/em> heuristics in the field of network data analysis, and transition instead to a mature and robust methodological framework that is derived from fundamental principles and is grounded in solid statistical theory”.<\/p>\nTiago de Paula Peixoto<\/cite><\/blockquote>\n\n\n

\n
\n
\n

<\/div>

You are currently viewing a placeholder content from Open Knowledge Maps. To access the actual content, click the button below. Please note that doing so will share data with third-party providers. For details please consult our privacy policy.<\/p> More Information<\/a> <\/div>

Unblock content<\/a> Accept required service and unblock content<\/a> <\/div> <\/div> <\/div><\/div><\/p>\n\n<\/div>\n <\/div>\n<\/div>","protected":false},"template":"","meta":{"_acf_changed":false},"acf":[],"yoast_head":"\nTiago de Paula Peixoto | IT:U<\/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:\/\/it-u.at\/en\/research\/professors\/tiago-de-paula-peixoto\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Tiago de Paula Peixoto | IT:U\" \/>\n<meta property=\"og:description\" content=\"Research group: The \u2018Inverse Complexity Lab\u2019 uses mathematics and computation to discover the hidden rules that govern the behavior of microbes, neurons, diseases, economies, and humans from large amounts of digital data. Short bio: Tiago de Paula Peixoto received his habilitation in theoretical physics at the University of Bremen in 2017. Previously, he was an […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/it-u.at\/en\/research\/professors\/tiago-de-paula-peixoto\/\" \/>\n<meta property=\"og:site_name\" content=\"IT:U\" \/>\n<meta property=\"article:modified_time\" content=\"2025-10-22T11:42:13+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/it-u.at\/wp-content\/uploads\/2024\/09\/09\/itu-og-image.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\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:\/\/it-u.at\/en\/research\/professors\/tiago-de-paula-peixoto\/\",\"url\":\"https:\/\/it-u.at\/en\/research\/professors\/tiago-de-paula-peixoto\/\",\"name\":\"Tiago de Paula Peixoto | IT:U\",\"isPartOf\":{\"@id\":\"https:\/\/it-u.at\/en\/#website\"},\"datePublished\":\"2024-09-09T11:58:16+00:00\",\"dateModified\":\"2025-10-22T11:42:13+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/it-u.at\/en\/research\/professors\/tiago-de-paula-peixoto\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/it-u.at\/en\/research\/professors\/tiago-de-paula-peixoto\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/it-u.at\/en\/research\/professors\/tiago-de-paula-peixoto\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"home\",\"item\":\"https:\/\/it-u.at\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Tiago de Paula Peixoto\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/it-u.at\/en\/#website\",\"url\":\"https:\/\/it-u.at\/en\/\",\"name\":\"it:u\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/it-u.at\/en\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/it-u.at\/en\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/it-u.at\/en\/#organization\",\"name\":\"it:u - interdisciplinary transformation university austria\",\"url\":\"https:\/\/it-u.at\/en\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/it-u.at\/en\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/it-u.at\/wp-content\/uploads\/2024\/09\/06\/itu-org-logo.jpg\",\"contentUrl\":\"https:\/\/it-u.at\/wp-content\/uploads\/2024\/09\/06\/itu-org-logo.jpg\",\"width\":696,\"height\":696,\"caption\":\"it:u - interdisciplinary transformation university austria\"},\"image\":{\"@id\":\"https:\/\/it-u.at\/en\/#\/schema\/logo\/image\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Tiago de Paula Peixoto | IT:U","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:\/\/it-u.at\/en\/research\/professors\/tiago-de-paula-peixoto\/","og_locale":"en_US","og_type":"article","og_title":"Tiago de Paula Peixoto | IT:U","og_description":"Research group: The \u2018Inverse Complexity Lab\u2019 uses mathematics and computation to discover the hidden rules that govern the behavior of microbes, neurons, diseases, economies, and humans from large amounts of digital data. Short bio: Tiago de Paula Peixoto received his habilitation in theoretical physics at the University of Bremen in 2017. Previously, he was an […]","og_url":"https:\/\/it-u.at\/en\/research\/professors\/tiago-de-paula-peixoto\/","og_site_name":"IT:U","article_modified_time":"2025-10-22T11:42:13+00:00","og_image":[{"width":1200,"height":630,"url":"https:\/\/it-u.at\/wp-content\/uploads\/2024\/09\/09\/itu-og-image.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:\/\/it-u.at\/en\/research\/professors\/tiago-de-paula-peixoto\/","url":"https:\/\/it-u.at\/en\/research\/professors\/tiago-de-paula-peixoto\/","name":"Tiago de Paula Peixoto | IT:U","isPartOf":{"@id":"https:\/\/it-u.at\/en\/#website"},"datePublished":"2024-09-09T11:58:16+00:00","dateModified":"2025-10-22T11:42:13+00:00","breadcrumb":{"@id":"https:\/\/it-u.at\/en\/research\/professors\/tiago-de-paula-peixoto\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/it-u.at\/en\/research\/professors\/tiago-de-paula-peixoto\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/it-u.at\/en\/research\/professors\/tiago-de-paula-peixoto\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"home","item":"https:\/\/it-u.at\/en\/"},{"@type":"ListItem","position":2,"name":"Tiago de Paula Peixoto"}]},{"@type":"WebSite","@id":"https:\/\/it-u.at\/en\/#website","url":"https:\/\/it-u.at\/en\/","name":"it:u","description":"","publisher":{"@id":"https:\/\/it-u.at\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/it-u.at\/en\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/it-u.at\/en\/#organization","name":"it:u - interdisciplinary transformation university austria","url":"https:\/\/it-u.at\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/it-u.at\/en\/#\/schema\/logo\/image\/","url":"https:\/\/it-u.at\/wp-content\/uploads\/2024\/09\/06\/itu-org-logo.jpg","contentUrl":"https:\/\/it-u.at\/wp-content\/uploads\/2024\/09\/06\/itu-org-logo.jpg","width":696,"height":696,"caption":"it:u - interdisciplinary transformation university austria"},"image":{"@id":"https:\/\/it-u.at\/en\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/it-u.at\/en\/wp-json\/wp\/v2\/professor\/2981"}],"collection":[{"href":"https:\/\/it-u.at\/en\/wp-json\/wp\/v2\/professor"}],"about":[{"href":"https:\/\/it-u.at\/en\/wp-json\/wp\/v2\/types\/professor"}],"wp:attachment":[{"href":"https:\/\/it-u.at\/en\/wp-json\/wp\/v2\/media?parent=2981"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}