{"id":3701,"date":"2026-01-21T08:16:35","date_gmt":"2026-01-21T08:16:35","guid":{"rendered":"https:\/\/mappingcomplexity.net\/mainpage\/?page_id=3701"},"modified":"2026-05-23T08:11:57","modified_gmt":"2026-05-23T08:11:57","slug":"netsci2026","status":"publish","type":"page","link":"https:\/\/mappingcomplexity.net\/mainpage\/netsci2026\/","title":{"rendered":"NetSci 2026"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"3701\" class=\"elementor elementor-3701\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7f8b60c e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"7f8b60c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;slideshow&quot;,&quot;background_slideshow_gallery&quot;:[{&quot;id&quot;:878,&quot;url&quot;:&quot;https:\\\/\\\/mappingcomplexity.net\\\/mainpage\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/andres-canchon-pP7EgaYDRKg-unsplash-scaled.jpg&quot;}],&quot;background_slideshow_ken_burns&quot;:&quot;yes&quot;,&quot;background_slideshow_loop&quot;:&quot;yes&quot;,&quot;background_slideshow_slide_duration&quot;:5000,&quot;background_slideshow_slide_transition&quot;:&quot;fade&quot;,&quot;background_slideshow_transition_duration&quot;:500,&quot;background_slideshow_ken_burns_zoom_direction&quot;:&quot;in&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-08a6200 elementor-widget elementor-widget-heading\" data-id=\"08a6200\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 26-05-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Fundamental Science for Society FS<sub>2<\/sub><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cfc2657 animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"cfc2657\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Network Geometry. Theory and Applications<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b1cdcae elementor-widget__width-inherit elementor-absolute animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"b1cdcae\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:1000}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">By M. \u00c1ngeles Serrano and Mari\u00e1n Bogu\u00f1\u00e1<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7514b61 animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"7514b61\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:500}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/netsci2026.com\/\">NetSci 2026 Satellite<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a73f282 animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"a73f282\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:1000}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Boston, MA, United States, June 1<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec97e85 animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"ec97e85\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:1500}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Inman Square room<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-26cdab4 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"26cdab4\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1e1b33b elementor-widget elementor-widget-heading\" data-id=\"1e1b33b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">About the Workshop<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f6e3497 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"f6e3497\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-57d93bd elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"57d93bd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 26-05-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p style=\"text-align: left;\">This workshop aims to bring together researchers who are working on and\/or interested in various aspects of Network Geometry. Broadly defined, the field of Network Geometry encompasses any studies in Network Science that either explicitly use geometry or have geometric interpretations. The scope of this workshop extends well beyond geometric network models and the problems of geometric network representations (aka network embeddings) and includes network topology of higher-order interactions, network geometry in machine learning, the emergence of network geometry from network dynamics, and geometric interpretations of network inference methods. Of particular interest are the applications of Network Geometry. Examples of disciplines that benefit from these results are\u00a0 Neuroscience, Biomedicine, Social Sciences, and Telecommunications.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dab48dc elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"dab48dc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 26-05-2024 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/mappingcomplexity.net\/mainpage\/wp-content\/uploads\/2024\/05\/affiliations-1-1-e1716991545782-150x150.png\" class=\"attachment-thumbnail size-thumbnail wp-image-3452\" alt=\"\" \/>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8dd635c e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"8dd635c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-42d7c45 elementor-widget elementor-widget-heading\" data-id=\"42d7c45\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Invited Speakers<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a74db56 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"a74db56\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-550874f e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"550874f\" data-element_type=\"container\">\n\t\t<div data-eael-wrapper-link=\"{&quot;url&quot;:&quot;https:\\\/\\\/www.maksimkitsak.com\\\/&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;}\" class=\"elementor-element elementor-element-e0a2b45 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"e0a2b45\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-357b017 elementor-widget__width-initial e-transform elementor-widget elementor-widget-image\" data-id=\"357b017\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.0700000000000000621724893790087662637233734130859375,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" 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<a href=\"https:\/\/cns-iu.github.io\/katy\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/news.iu.edu\/live\/image\/gid\/2\/6010_633b2892d12ee_element_12_94dc29682a6f5c97d2f305f2e74043e9-borner-katy-2014-09.jpg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<div class=\"elementor-element elementor-element-9a9d889 elementor-widget elementor-widget-heading\" data-id=\"9a9d889\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Katy B\u00f6rner<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f70c1e elementor-widget elementor-widget-heading\" data-id=\"5f70c1e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Indiana University<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-edb541a e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"edb541a\" data-element_type=\"container\">\n\t\t<div data-eael-wrapper-link=\"{&quot;url&quot;:&quot;https:\\\/\\\/www.maksimkitsak.com\\\/&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;}\" class=\"elementor-element elementor-element-09105bf e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"09105bf\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ebaf792 elementor-widget__width-initial e-transform elementor-widget elementor-widget-image\" data-id=\"ebaf792\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.0700000000000000621724893790087662637233734130859375,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" 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<a href=\"https:\/\/humnetlab.berkeley.edu\/index.php\/people\/marta-c-gonzalez\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/humnetlab.berkeley.edu\/wp-content\/uploads\/2020\/02\/Marta-Gonzalez-web_200_200.jpg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<div class=\"elementor-element elementor-element-cab4405 elementor-widget elementor-widget-heading\" data-id=\"cab4405\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Marta Gonzalez<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e287118 elementor-widget elementor-widget-heading\" data-id=\"e287118\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">University of California<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9f5225b e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"9f5225b\" data-element_type=\"container\">\n\t\t<div data-eael-wrapper-link=\"{&quot;url&quot;:&quot;https:\\\/\\\/www.maksimkitsak.com\\\/&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;}\" class=\"elementor-element elementor-element-37b298f e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"37b298f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2f3e783 elementor-widget__width-initial e-transform elementor-widget elementor-widget-image\" data-id=\"2f3e783\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.0700000000000000621724893790087662637233734130859375,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" 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<a href=\"https:\/\/www.uniroma3.it\/persone\/VHArQ2FucDlNVFl4SVVDOGJEeW95RSt2QURYQ3EveW9JcmtESmgrWlhBcz0=\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/csh.ac.at\/wp-content\/uploads\/2026\/01\/Andrea-Gabrielli-500x500.jpg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<div class=\"elementor-element elementor-element-9939bb0 elementor-widget elementor-widget-heading\" data-id=\"9939bb0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Andrea Gabrielli<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1627a2 elementor-widget elementor-widget-heading\" data-id=\"a1627a2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">University \"Roma Tre\" of Rome<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-07493dc e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"07493dc\" data-element_type=\"container\">\n\t\t<div data-eael-wrapper-link=\"{&quot;url&quot;:&quot;https:\\\/\\\/www.maksimkitsak.com\\\/&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;}\" class=\"elementor-element elementor-element-dd83857 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"dd83857\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a99c0ee elementor-widget__width-initial e-transform elementor-widget elementor-widget-image\" data-id=\"a99c0ee\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.0700000000000000621724893790087662637233734130859375,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" 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<a href=\"https:\/\/networks.imtlucca.it\/people\/diego\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/mappingcomplexity.net\/mainpage\/wp-content\/uploads\/2026\/02\/diego-garlaschelli-e1771064310494.jpg\" class=\"attachment-2048x2048 size-2048x2048 wp-image-3736\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<div class=\"elementor-element elementor-element-2e3f58b elementor-widget elementor-widget-heading\" data-id=\"2e3f58b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Diego Garlaschelli<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d57c2ea elementor-widget elementor-widget-heading\" data-id=\"d57c2ea\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">IMT Lucca, Leiden University<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-31c9e81 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"31c9e81\" data-element_type=\"container\">\n\t\t<div data-eael-wrapper-link=\"{&quot;url&quot;:&quot;https:\\\/\\\/www.maksimkitsak.com\\\/&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;}\" class=\"elementor-element elementor-element-8433333 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"8433333\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6d1bb5b elementor-widget__width-initial e-transform elementor-widget elementor-widget-image\" data-id=\"6d1bb5b\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.0700000000000000621724893790087662637233734130859375,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" 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<a href=\"https:\/\/homes.luddy.indiana.edu\/filiradi\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"256\" height=\"256\" src=\"https:\/\/mappingcomplexity.net\/mainpage\/wp-content\/uploads\/2026\/02\/filippo.jpeg\" class=\"attachment-medium size-medium wp-image-3733\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<div class=\"elementor-element elementor-element-8d3ec6c elementor-widget elementor-widget-heading\" data-id=\"8d3ec6c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Filippo Radicchi<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a97891 elementor-widget elementor-widget-heading\" data-id=\"6a97891\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Indiana University<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0eb2343 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"0eb2343\" data-element_type=\"container\">\n\t\t<div data-eael-wrapper-link=\"{&quot;url&quot;:&quot;https:\\\/\\\/www.maksimkitsak.com\\\/&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;}\" class=\"elementor-element elementor-element-a1d00c5 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"a1d00c5\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c9eb8cc elementor-widget__width-initial e-transform elementor-widget elementor-widget-image\" data-id=\"c9eb8cc\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.0700000000000000621724893790087662637233734130859375,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" 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<a href=\"https:\/\/melanie-weber.com\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/melanie-weber.com\/authors\/admin\/avatar_hud5a4ec5350aa0579220af93a5bd1e226_2247004_270x270_fill_q75_lanczos_center.jpg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<div class=\"elementor-element elementor-element-7010423 elementor-widget elementor-widget-heading\" data-id=\"7010423\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Melanie Weber<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ddf4c8c elementor-widget elementor-widget-heading\" data-id=\"ddf4c8c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Harvard University<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ec142fc e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"ec142fc\" data-element_type=\"container\">\n\t\t<div data-eael-wrapper-link=\"{&quot;url&quot;:&quot;https:\\\/\\\/www.maksimkitsak.com\\\/&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;}\" class=\"elementor-element elementor-element-a7bac71 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"a7bac71\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8bfd57d elementor-widget__width-initial e-transform elementor-widget elementor-widget-image\" data-id=\"8bfd57d\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.0700000000000000621724893790087662637233734130859375,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" 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<a href=\"https:\/\/sites.google.com\/view\/networksgraphsprobability\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"830\" height=\"818\" src=\"https:\/\/mappingcomplexity.net\/mainpage\/wp-content\/uploads\/2026\/01\/unnamed-1-pim-1024x1009.jpg\" class=\"attachment-large size-large wp-image-3707\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<div class=\"elementor-element elementor-element-bd64212 elementor-widget elementor-widget-heading\" data-id=\"bd64212\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pim van der Hoorn<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2836ac3 elementor-widget elementor-widget-heading\" data-id=\"2836ac3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Eindhoven University of Technology<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3d45904 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"3d45904\" data-element_type=\"container\">\n\t\t<div data-eael-wrapper-link=\"{&quot;url&quot;:&quot;https:\\\/\\\/www.maksimkitsak.com\\\/&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;}\" class=\"elementor-element elementor-element-107451f e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"107451f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9d8ce18 elementor-widget__width-initial e-transform elementor-widget elementor-widget-image\" data-id=\"9d8ce18\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.0700000000000000621724893790087662637233734130859375,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" 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<a href=\"https:\/\/scholar.google.com\/citations?user=rCP0ljsAAAAJ&#038;hl=en&#038;oi=sra\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"600\" src=\"https:\/\/mappingcomplexity.net\/mainpage\/wp-content\/uploads\/2023\/10\/jasper.jpg\" class=\"attachment-large size-large wp-image-736\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<div class=\"elementor-element elementor-element-63cb25d elementor-widget elementor-widget-heading\" data-id=\"63cb25d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Jasper van der Kolk<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc080c8 elementor-widget elementor-widget-heading\" data-id=\"bc080c8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Central European University<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fd2ea11 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"fd2ea11\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-edadc8b elementor-widget elementor-widget-heading\" data-id=\"edadc8b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Schedule<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dd97a6e e-grid e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"dd97a6e\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e332166 elementor-widget elementor-widget-heading\" data-id=\"e332166\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">9:00 - 9:45<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ecac9ad elementor-widget elementor-widget-heading\" data-id=\"ecac9ad\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Katy B\u00f6rner<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5252e6d elementor-widget elementor-widget-toggle\" data-id=\"5252e6d\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 26-05-2024 *\/\n.elementor-toggle{text-align:start}.elementor-toggle .elementor-tab-title{font-weight:700;line-height:1;margin:0;padding:15px;border-bottom:1px solid #d5d8dc;cursor:pointer;outline:none}.elementor-toggle .elementor-tab-title .elementor-toggle-icon{display:inline-block;width:1em}.elementor-toggle .elementor-tab-title .elementor-toggle-icon svg{margin-inline-start:-5px;width:1em;height:1em}.elementor-toggle .elementor-tab-title .elementor-toggle-icon.elementor-toggle-icon-right{float:right;text-align:right}.elementor-toggle .elementor-tab-title .elementor-toggle-icon.elementor-toggle-icon-left{float:left;text-align:left}.elementor-toggle .elementor-tab-title .elementor-toggle-icon .elementor-toggle-icon-closed{display:block}.elementor-toggle .elementor-tab-title .elementor-toggle-icon .elementor-toggle-icon-opened{display:none}.elementor-toggle .elementor-tab-title.elementor-active{border-bottom:none}.elementor-toggle .elementor-tab-title.elementor-active .elementor-toggle-icon-closed{display:none}.elementor-toggle .elementor-tab-title.elementor-active .elementor-toggle-icon-opened{display:block}.elementor-toggle .elementor-tab-content{padding:15px;border-bottom:1px solid #d5d8dc;display:none}@media (max-width:767px){.elementor-toggle .elementor-tab-title{padding:12px}.elementor-toggle .elementor-tab-content{padding:12px 10px}}.e-con-inner>.elementor-widget-toggle,.e-con>.elementor-widget-toggle{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-8631\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-8631\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Mapping the Human Reference Atlas in 3D<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-8631\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-8631\"><p>The HuBMAP Human Reference Atlas (HRA) effort aims to develop a common coordinate framework (CCF) for the healthy human body, see HRA Portal at https:\/\/humanatlas.io. An international team of organ experts across 25+ consortia are authoring so called ASCT+B tables that capture the partonomy and typology information for anatomical structures, cell types, and biomarkers used to identify cell types. The ASCT+B tables are used to revise and extend existing CCF-relevant ontologies. In close collaboration with NIAID at NIH, a 3D Reference Object Library was compiled (<a href=\"https:\/\/3d.nih.gov\/collections\/hra\">https:\/\/3d.nih.gov\/collections\/hra<\/a>) that provides semantically annotated 3D representations of major anatomical structures captured in the ASCT+B tables. The HRA can be extended and explored using several interactive user interfaces: The Registration User Interface (RUI, <a href=\"https:\/\/apps.humanatlas.io\/rui\">https:\/\/apps.humanatlas.io\/rui<\/a>) supports tissue data registration and annotation across 50+ 3D reference organs. The Exploration User Interface (EUI, <a href=\"https:\/\/apps.humanatlas.io\/eui\">https:\/\/apps.humanatlas.io\/eui<\/a>) supports exploration of semantically and spatially explicit data\u2014from the whole body to the single cell level. The Cell Distance Explorer (CDE, <a href=\"https:\/\/apps.humanatlas.io\/cde\">https:\/\/apps.humanatlas.io\/cde<\/a>) computes and visualizes distance distributions between different cells, cell types, and anatomical structures and cell types and morphological features. For an introduction to HuBMAP goals, data, and code visit the Visible Human MOOC (VHMOOC, <a href=\"https:\/\/expand.iu.edu\/browse\/sice\/cns\/courses\/hubmap-visible-human-mooc\">https:\/\/expand.iu.edu\/browse\/sice\/cns\/courses\/hubmap-visible-human-mooc<\/a>). This talk presents first multiscale, 3D visualizations of the HRA together with network geometry challenges and opportunities.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d53c87 elementor-widget elementor-widget-heading\" data-id=\"5d53c87\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">9:45 - 10:30<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0e6ef00 elementor-widget elementor-widget-heading\" data-id=\"0e6ef00\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Filippo Radicchi<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3140131 elementor-widget elementor-widget-toggle\" data-id=\"3140131\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5161\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-5161\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Optimal networks in urban transport systems<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-5161\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-5161\"><p>Cities around the world face the same fundamental challenge: allocating limited transport resources to serve highly heterogeneous mobility demands. In this talk, I present an empirical characterization of the properties of various types of real-world urban transit networks, then I show that the observed patterns can be coherently interpreted as the outcomes of relatively simple optimization principles. More specifically, in the first part of the talk, I consider a multiplex network model with a fast layer embedded in a slow one. The model is intended to describe the simultaneous presence and interaction of two distinct modes of transportation, for example cars and subways. To move between any pair of nodes, one can then use either the fast or slow layer, or both, with a switching cost when going from one layer to the other. I take advantage of analytical and numerical arguments to show that the optimal structure minimizing the transit time in the network is characterized by symmetry breaking, indicating that it is sometimes better to avoid serving a whole area in order to save on switching costs, at the expense of using more the slow layer. I then discuss the relevance of the model to estimate the efficiency of the subway systems in the cities of Atlanta, Boston, and Toronto. In the second part of the presentation, I analyze thousands of bus routes across twenty major cities worldwide and uncover a universal scaling relation linking service frequency to demand and route length. I then propose a model where such a scaling emerges from the minimization of passengers&#8217; waiting time under a fixed operational budget. I conclude showing how quantitative predictions of the model could offer practical insights for improving the efficiency of resource-constrained public transport systems.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb084e6 elementor-widget elementor-widget-heading\" data-id=\"bb084e6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">10:30 - 11:00<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-489ef8d elementor-widget elementor-widget-heading\" data-id=\"489ef8d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Coffee break<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7c84e1a elementor-widget elementor-widget-heading\" data-id=\"7c84e1a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">-<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e9631d1 elementor-widget elementor-widget-heading\" data-id=\"e9631d1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">11:00 - 11:45<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-829e423 elementor-widget elementor-widget-heading\" data-id=\"829e423\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Diego Garlaschelli<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f5dec1 elementor-widget elementor-widget-toggle\" data-id=\"8f5dec1\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1501\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1501\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Multiscale Network Renormalization<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1501\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1501\"><p>The representation of the internal architecture of all physical systems depends on the resolution at which they are observed. In spatially embedded systems, geometric coordinates provide a natural way to change the resolution level, allowing consistent mappings across scales that lie at the foundation of the renormalization group (RG). By contrast, for complex networks with no explicit spatial embedding, multiple renormalization schemes exist [1], resulting in non-unique representations of the same system across different scales. The Multiscale Network Renormalization approach [2,3] has been introduced as a way to design random graph models that can represent the same network consistently under arbitrary aggregations of nodes. It seeks a probability distribution over graphs that is invariant under node aggregation (see Fig. 1), thereby representing a nontrivial fixed point of some RG flow. The model comes with node variables that are additive upon node aggregation. It successfully replicates, at multiple hierarchical levels, the properties of several real-world networks [2,4,5] and lends itself naturally to the renormalization of directed graphs [3], which is otherwise problematic. It also allows one to infer the structural properties of a network at a hierarchical level that is different from the one at which empirical observations are available, opening new avenues for cross-scale network reconstruction [4]. Moreover, the approach can be applied to Machine Learning algorithms that take a graph as input and encode its structure onto output vectors that represent nodes in an abstract space [5,6]. Under arbitrary coarse-grainings of the input graph, the multiscale method ensures statistical consistency of the embedding vector of a block-node with the sum of the embedding vectors of its constituent nodes. This guarantee enables the interpretable application of the basic properties of vector spaces (i.e. sum of vectors and multiplication of a vector by a scalar) to the latent space where node embeddings are identified. It turns out that several key network properties, including a large number of triangles, are successfully replicated already from embeddings of very low dimensionality, allowing for the generation of faithful replicas of the original networks at arbitrary resolution levels [5,6]. Finally, an annealed version of the model leads to infinite-mean node variables and spontaneously replicates several real-world network properties, such as power-law degree distributions [2,7], disassortativity profiles [2], and the surprising coexistence of sparsity and clustering, without geometry or edge dependencies [8]. Moreover, since node aggregation invariance is a form of discrete scale invariance, several unique properties emerge in the spectrum of the adjancency matrix, such as log-periodicity and complex scaling exponents [9].<\/p><p>[1] A. Gabrielli, D. Garlaschelli, S. P. Patil, M. A. Serrano, Nature Reviews Physics 7, 203-219 (2025). \u0301<br \/>[2] E. Garuccio, M. Lalli, D. Garlaschelli, Physical Review Research 5(4), 043101 (2023).<br \/>[3] M. Lalli and D. Garlaschelli, https:\/\/arxiv.org\/abs\/2403.00235 (2024).<br \/>[4] L. N. Ialongo, S. Bangma, F. Jansen, D. Garlaschelli, https:\/\/arxiv.org\/abs\/2412.16122 (2024).<br \/>[5] R. Milocco, F. Jansen, D. Garlaschelli, https:\/\/arxiv.org\/abs\/2412.04354 (2024).<br \/>[6] R. Milocco, F. Jansen, D. Garlaschelli, https:\/\/arxiv.org\/abs\/2508.20706 (2025).<br \/>[7] L. Avena, D. Garlaschelli., R. S. Hazra, M. Lalli, Journal of Applied Probability, 1-26 (2025).<br \/>[8] A. Catanzaro, R. van der Hofstad, D. Garlaschelli, https:\/\/arxiv.org\/abs\/2603.13159 (2026).<br \/>[9] A. Catanzaro, R. S. Hazra, D. Garlaschelli, https:\/\/arxiv.org\/abs\/2509.12407 (2025).<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca0d599 elementor-widget elementor-widget-heading\" data-id=\"ca0d599\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">11:45 - 12:30<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f47edf elementor-widget elementor-widget-heading\" data-id=\"8f47edf\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Melanie Weber<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59c82b3 elementor-widget elementor-widget-toggle\" data-id=\"59c82b3\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-9411\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-9411\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Curvature-based Community Detection in Complex Networks<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-9411\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-9411\"><div><div><div><div><p>Community detection is a fundamental task in unsupervised graph learning and network analysis. In this talk we take a geometric perspective on community detection in complex networks based on notions of discrete Ricci curvature and associated geometric flows. Such methods rely on the key observation that edges connecting different communities tend to have low curvature, while edges within the same community exhibit higher curvature. This yields a principled approach to analyzing community structure through curvature-based thresholding, reweighting, and flow-based algorithms. We will discuss recent curvature-based algorithms and their theoretical underpinnings. Beyond the classical single-membership setting, we will also discuss the recovery of mixed-membership structure in overlapping communities, as well as community detection in complex networks with side information.<\/p><\/div><\/div><\/div><\/div><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e1a8745 elementor-widget elementor-widget-heading\" data-id=\"e1a8745\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">12:30 - 14:30<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d9bd25 elementor-widget elementor-widget-heading\" data-id=\"8d9bd25\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Lunch<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a709ce5 elementor-widget elementor-widget-heading\" data-id=\"a709ce5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">-<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dafe188 elementor-widget elementor-widget-heading\" data-id=\"dafe188\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">14:30 - 15:15<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d206b32 elementor-widget elementor-widget-heading\" data-id=\"d206b32\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pim van der Hoorn\u200b<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-da4c14e elementor-widget elementor-widget-toggle\" data-id=\"da4c14e\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2281\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-2281\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Geometry and projective limits: a powerful combination<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2281\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-2281\"><p>The theory of graph limits has been one of the major developments in the last two decades. It started with dense graph limits, described as symmetric functions on the unit square (Graphons). Later, sparse graph limits were characterized as functions on the positive quadrant of the Euclidean plane that were invariant under measure preserving transformations (Graphexes). However, for a long time no proper limit notion was available for ultra-sparse graphs, where nodes and edges are of the same order. The introduction of local convergence seemed to address this and is by now an established method to study limit properties of ultra- sparse graphs. Unfortunately, local convergence fails to provide a statistical model from which finite graphs can be sampled. Something that both Graphons and Graphexes do have, and which makes them so powerful. Geometry is now presenting itself as a possible solution to this important gap.<\/p><p>In this talk, I will present a general framework, based on the concept of projective limits, that describes both Graphons and Graphexes and show how the inclusion of geometry to this framework opens the door to new powerful notions of graph limits for ultra-sparse graphs. Example that are covered include classical Random Geometric Graphs, but also more complex models such as Geometric Inhomogeneous Random Graphs and many more models with a geometric component.<\/p><p>This is based on joint work with: Remco van der Hofstad, Dmitri Krioukov, Neeladri Maitra and Huck Stepanyants.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6717f46 elementor-widget elementor-widget-heading\" data-id=\"6717f46\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">15:15 - 16:00<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-86c0977 elementor-widget elementor-widget-heading\" data-id=\"86c0977\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Jasper van der Kolk\u200b<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f053d4a elementor-widget elementor-widget-toggle\" data-id=\"f053d4a\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2521\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-2521\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">The weakly geometric regime \u2013 networks, multiplexes and hypergraphs<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2521\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-2521\"><p>Geometric network models successfully reproduce many observed network properties such as small-worldness, high clustering and degree heterogeneity. In these models, nodes lie in an underlying metric space where the distances between them determine their connection probability. One key feature is that the coupling between the network\u2019s underlying geometry and the final topology can be tuned. If the coupling is strong, only nodes that lie close together can be connected. If the coupling is weak, further away nodes also have a chance to connect.<\/p><p>In this talk, I will focus on this latter regime. Several important network quantities like clustering vanish here in the thermodynamic limit. However, the decay is very slow, making this region relevant for finite real networks. I will ask how a weak geometric coupling affects network structure, embedding and renormalization, and explore the effects on dynamics running atop the network. Additionally, I will investigate how these observations extend to other structures, like multiplexes and networks with higher order interactions.<\/p><p>These results clarify the role of geometry in shaping complex systems and highlight a regime that remains both theoretically subtle and empirically relevant.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aca78cb elementor-widget elementor-widget-heading\" data-id=\"aca78cb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">16:00 - 16:30<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-adebe2e elementor-widget elementor-widget-heading\" data-id=\"adebe2e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Coffee break<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-30ff3cb elementor-widget elementor-widget-heading\" data-id=\"30ff3cb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">-<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a5f2b2d elementor-widget elementor-widget-heading\" data-id=\"a5f2b2d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">16:30 - 17:15<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f0c891 elementor-widget elementor-widget-heading\" data-id=\"7f0c891\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Andrea Gabrielli\u200b<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca46789 elementor-widget elementor-widget-toggle\" data-id=\"ca46789\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2121\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-2121\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Laplacian lens on complex and signed networks and the onset of the spin glass behavior<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2121\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-2121\"><p>Heterogeneous and complex networks represent the intertwined interactions between real-world elements or agents. Determining the multi-scale mesoscopic organization of clusters and intertwined structures is still a fundamental and open problem of complex network theory. By taking advantage of the recent Laplacian Renormalization Group [1-5] approach , we scrutinize information diffusion pathways throughout networks to shed further light on this issue. Based on internode communicability, our definition provides a clear-cut framework for resolving the multi- scale mesh of structures in complex networks, disentangling their intrinsic arboreal architecture. Then we move to adapt the LRG framework to signed networks up to show its usefulness to tackle the issue connected with balancing, frustration and spin glass transition [6].<\/p><p>[1] P. Villegas, T. Gili, G. Caldarelli, A. Gabrielli, Laplacian renormalization group for heterogeneous networks, Nature Physics 19 (3), 445-450 (2023)<\/p><p>[2] A. Gabrielli, D. Garlaschelli, S.P. Patil &amp; M.\u00c1. Serrano, Network renormalization, Nature Reviews Physics 7, 203\u2013219 (2025)<\/p><p>[3] A. Poggialini, P. Villegas, M.A. Munoz, A. Gabrielli, Networks with Many Structural Scales: A Renormalization Group Perspective, Phys. Rev. Lett. 134, 057401 (2025)<\/p><p>[4] P. Villegas, A. Gabrielli, A. Poggialini, T. Gili, Multi-scale Laplacian community detection in heterogeneous networks, Phys. Rev. Res. 7, 013065 (2025)<\/p><p>[5] G. Iannelli, P. Villegas, T. Gili, A. Gabrielli, Topological Symmetry Breaking in Antagonistic Dynamics, https:\/\/arxiv.org\/abs\/2009.11024<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f8da37 elementor-widget elementor-widget-heading\" data-id=\"4f8da37\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">17:15 - 18:00<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8905653 elementor-widget elementor-widget-heading\" data-id=\"8905653\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Marta Gonzalez<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b28f4c6 elementor-widget elementor-widget-toggle\" data-id=\"b28f4c6\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1871\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1871\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Mobility Science for Urban Planning: From Job Access to Sustainable Travel<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1871\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1871\"><p>Mobility science offers a powerful lens for planning cities that are more equitable and sustainable. Cities today face pressing challenges \u2014 unequal access to economic opportunities, rising transportation emissions, and the need to better understand how travel behavior evolves in response to social and technological change. This presentation brings together three interconnected studies that advance our understanding of how people move through cities and the social and spatial forces that drive those patterns.<\/p><p>The first study introduces WorkReach, a discrete choice model that integrates economic complexity and residential informality into work location utility functions to reconstruct commuting flows across cities in the U.S., Mexico, and Brazil. By grounding accessibility in perceived utility rather than physical proximity alone, WorkReach reveals how workers trade distance for job quality depending on their socioeconomic context, uncovering consistent yet regionally differentiated patterns of labor market access.<\/p><p>The second study examines the spatial diffusion of plug-in electric vehicles by integrating social network dynamics into adoption forecasting. Using empirical data from California and Washington, it shows that accounting for spatial social networks substantially lowers long-term adoption projections and better reproduces observed spatial autocorrelation, with direct implications for grid planning and policy design.<\/p><p>Finally, we trace the restructuring of urban mobility across 15 U.S. metropolitan areas between 2019 and 2024. To contextualize behavioral shifts across diverse urban contexts, the study introduces a computational framework that delineates functional urban form from mobility data: synthesizing population compactness, mobility centrality, and employment concentration. Despite a threefold increase in remote work, car travel increased, and is driven by more frequent, shorter trips. But compact and employment concentrated cities show the greatest mitigation of this growth.<\/p><p>Together, they show how complexity science and mobility data can help build more livable and sustainable cities.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-240b012 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"240b012\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-359a687 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"359a687\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-65976ee elementor-widget elementor-widget-heading\" data-id=\"65976ee\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Organizers<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1dd4882 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"1dd4882\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div data-eael-wrapper-link=\"{&quot;url&quot;:&quot;https:\\\/\\\/www.maksimkitsak.com\\\/&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;}\" class=\"elementor-element elementor-element-0f9499f e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"0f9499f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7cd54f4 elementor-widget__width-initial e-transform elementor-widget elementor-widget-image\" data-id=\"7cd54f4\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.0700000000000000621724893790087662637233734130859375,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" 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<a href=\"https:\/\/antoineallard.github.io\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/antoineallard.github.io\/files\/images\/people\/antoine3.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<div class=\"elementor-element elementor-element-39573c9 elementor-widget elementor-widget-heading\" data-id=\"39573c9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Antoine Allard<br><br>Universit\u00e9 Laval<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0f8af2c e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"0f8af2c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-381593e elementor-widget__width-initial e-transform elementor-widget elementor-widget-image\" data-id=\"381593e\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.0700000000000000621724893790087662637233734130859375,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" 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<a href=\"http:\/\/complex.ffn.ub.es\/~mbogunya\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/mappingcomplexity.net\/mainpage\/wp-content\/uploads\/2023\/10\/mbogunya-300x300.jpg\" class=\"attachment-medium size-medium wp-image-354\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<div class=\"elementor-element elementor-element-7a8d549 elementor-widget elementor-widget-heading\" data-id=\"7a8d549\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"http:\/\/complex.ffn.ub.es\/~mbogunya\/\">Mari\u00e1n Bogu\u00f1\u00e1<br><br>University of Barcelona<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-29adaff e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"29adaff\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b7611e elementor-widget__width-initial e-transform elementor-widget elementor-widget-image\" data-id=\"7b7611e\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.0700000000000000621724893790087662637233734130859375,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" 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<a href=\"https:\/\/www.dk-lab.net\/dima\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/mappingcomplexity.net\/mainpage\/wp-content\/uploads\/2026\/01\/image-1-dima-300x300.png\" class=\"attachment-medium size-medium wp-image-3703\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<div class=\"elementor-element elementor-element-7f90665 elementor-widget elementor-widget-heading\" data-id=\"7f90665\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/mappingcomplexity.net\/maserrano\/\">Dima Krioukov<br><br>\nNortheastern University<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8d954e7 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"8d954e7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ae83e47 elementor-widget__width-initial e-transform elementor-widget elementor-widget-image\" data-id=\"ae83e47\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.0700000000000000621724893790087662637233734130859375,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" 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<a href=\"https:\/\/mappingcomplexity.net\/maserrano\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/mappingcomplexity.net\/mainpage\/wp-content\/uploads\/2023\/10\/mariangeles-300x300.jpg\" class=\"attachment-medium size-medium wp-image-993\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<div class=\"elementor-element elementor-element-c5ddc9c elementor-widget elementor-widget-heading\" data-id=\"c5ddc9c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/mappingcomplexity.net\/maserrano\/\">M. \u00c1ngeles Serrano<br><br>University of Barcelona<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b91c2e1 elementor-widget elementor-widget-menu-anchor\" data-id=\"b91c2e1\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 26-05-2024 *\/\nbody.elementor-page .elementor-widget-menu-anchor{margin-bottom:0}<\/style>\t\t<div class=\"elementor-menu-anchor\" id=\"organizers\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ed8fcfa e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"ed8fcfa\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-924f38c e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"924f38c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1803aec elementor-widget__width-initial e-transform elementor-widget elementor-widget-image\" data-id=\"1803aec\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.0700000000000000621724893790087662637233734130859375,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" 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<a href=\"https:\/\/scholar.google.com\/citations?user=z2rRKogAAAAJ\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/mappingcomplexity.net\/mainpage\/wp-content\/uploads\/2024\/01\/photoI-PhotoRoom.png-PhotoRoom-300x300.png\" class=\"attachment-medium size-medium wp-image-2469\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<div class=\"elementor-element elementor-element-a6729c5 elementor-widget elementor-widget-heading\" data-id=\"a6729c5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/scholar.google.com\/citations?user=z2rRKogAAAAJ\">Luc\u00eda Ram\u00edrez<br>University of Barcelona<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ed56f6a e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"ed56f6a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4f09500 elementor-widget__width-initial e-transform elementor-widget elementor-widget-image\" data-id=\"4f09500\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.0700000000000000621724893790087662637233734130859375,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" 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<a href=\"https:\/\/moritz-laber.github.io\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"293\" height=\"300\" src=\"https:\/\/mappingcomplexity.net\/mainpage\/wp-content\/uploads\/2026\/01\/image-1-moritz-293x300.png\" class=\"attachment-medium size-medium wp-image-3704\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<div class=\"elementor-element elementor-element-119cfd6 elementor-widget elementor-widget-heading\" data-id=\"119cfd6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/scholar.google.com\/citations?user=99FmtwEAAAAJ&#038;hl=en\">Moritz Laber<br>\nNortheastern University<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6248c07 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"6248c07\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c1362f6 elementor-widget__width-initial e-transform elementor-widget elementor-widget-image\" data-id=\"c1362f6\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.0700000000000000621724893790087662637233734130859375,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" 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<a href=\"https:\/\/scholar.google.com\/citations?user=0lI3POQAAAAJ&#038;hl=ca\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/mappingcomplexity.net\/mainpage\/wp-content\/uploads\/2023\/10\/laia-1-e1698066881978-300x300.jpg\" class=\"attachment-medium size-medium wp-image-1051\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<div class=\"elementor-element elementor-element-99c2f67 elementor-widget elementor-widget-heading\" data-id=\"99c2f67\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"http:\/\/ubics.ub.edu\/people_post.php?id=112\">Laia Barjuan<br>University of Barcelona<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b89d9bc e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"b89d9bc\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b405e52 elementor-widget__width-initial e-transform elementor-widget elementor-widget-image\" data-id=\"b405e52\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.0700000000000000621724893790087662637233734130859375,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" 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<a href=\"https:\/\/robertjankowski.github.io\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/mappingcomplexity.net\/mainpage\/wp-content\/uploads\/2026\/02\/jankowski_photo-300x300.jpg\" class=\"attachment-medium size-medium wp-image-3737\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<div class=\"elementor-element elementor-element-39b5106 elementor-widget elementor-widget-heading\" data-id=\"39b5106\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/robertjankowski.github.io\/\">Robert Jankowski<br>TU Delft<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e4d604d e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"e4d604d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-592fe90 elementor-widget__width-initial e-transform elementor-widget elementor-widget-image\" data-id=\"592fe90\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.0700000000000000621724893790087662637233734130859375,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" 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<a href=\"https:\/\/scholar.google.com\/citations?user=otM4rPgAAAAJ&#038;hl=en&#038;oi=sra\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/mappingcomplexity.net\/mainpage\/wp-content\/uploads\/2026\/01\/image-1-narayan-300x300.png\" class=\"attachment-medium size-medium wp-image-3705\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<div class=\"elementor-element elementor-element-939e665 elementor-widget elementor-widget-heading\" data-id=\"939e665\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"http:\/\/ubics.ub.edu\/people_post.php?id=104\">Narayan G. Sabhahit<br>Northeastern University<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c6e2584 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"c6e2584\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a7ef190 elementor-widget elementor-widget-heading\" data-id=\"a7ef190\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Contact Us<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-42a7f81 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"42a7f81\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-bede7f3 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"bede7f3\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-883bb62 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"883bb62\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a4c4ea9 elementor-widget elementor-widget-text-editor\" data-id=\"a4c4ea9\" data-element_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<p>Dima Krioukov, dima@northeastern.edu<\/p><p>M. \u00c1ngeles Serrano, marian.serrano@ub.edu<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f5fbef3 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"f5fbef3\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3dbe064 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"3dbe064\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-18f002f e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"18f002f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5d49fb9 elementor-widget elementor-widget-image\" data-id=\"5d49fb9\" data-element_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<a href=\"https:\/\/mappingcomplexity.net\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/mappingcomplexity.net\/mainpage\/wp-content\/uploads\/2024\/05\/affiliations-1-300x300.png\" class=\"attachment-medium size-medium wp-image-3268\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-08ef442 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"08ef442\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-98335c6 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"98335c6\" data-element_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<a href=\"https:\/\/www.northeastern.edu\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/1000logos.net\/wp-content\/uploads\/2022\/07\/Northeastern-University-Logo.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-f2ed1d6 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"f2ed1d6\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-098de0b elementor-widget elementor-widget-image\" data-id=\"098de0b\" data-element_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<a href=\"https:\/\/web.ub.edu\/en\/home\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/images.seeklogo.com\/logo-png\/18\/1\/universite-laval-logo-png_seeklogo-183470.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-7a66fdd e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"7a66fdd\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-47726c2 elementor-widget elementor-widget-image\" data-id=\"47726c2\" data-element_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<a href=\"https:\/\/web.ub.edu\/en\/home\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/mappingcomplexity.net\/mainpage\/wp-content\/uploads\/2024\/05\/affiliations-4-300x300.png\" class=\"attachment-medium size-medium wp-image-3272\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-f05f4e8 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"f05f4e8\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-02f0cd3 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"02f0cd3\" data-element_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<a href=\"https:\/\/www.tudelft.nl\/en\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/filelist.tudelft.nl\/Websections\/Huisstijl\/Visual-Homepage-Merk-v1.png\" title=\"\" alt=\"\" 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\/>\t\t\t\t\t\t\t\t<\/a>\n\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-29abbc0 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"29abbc0\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bb9fd3c elementor-widget elementor-widget-image\" data-id=\"bb9fd3c\" data-element_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<a href=\"https:\/\/ubics.ub.edu\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/mappingcomplexity.net\/mainpage\/wp-content\/uploads\/2024\/05\/affiliations-2-300x300.png\" class=\"attachment-medium size-medium wp-image-3274\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<\/div>\n\t\t\t\t<div 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Broadly defined, the field&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-3701","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>NetSci 2026 - Mapping Complexity Lab<\/title>\n<meta name=\"description\" content=\"Network Geometry Sattelite at NetSci 2025 conference.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mappingcomplexity.net\/mainpage\/netsci2026\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"NetSci 2026 - Mapping Complexity Lab\" \/>\n<meta property=\"og:description\" content=\"Network Geometry Sattelite at NetSci 2025 conference.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mappingcomplexity.net\/mainpage\/netsci2026\/\" \/>\n<meta property=\"og:site_name\" content=\"Mapping Complexity Lab\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-23T08:11:57+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/mappingcomplexity.net\/mainpage\/wp-content\/uploads\/2024\/05\/affiliations-1-1-e1716991545782-150x150.png\" \/>\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=\"16 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/mappingcomplexity.net\/mainpage\/netsci2026\/\",\"url\":\"https:\/\/mappingcomplexity.net\/mainpage\/netsci2026\/\",\"name\":\"NetSci 2026 - 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