{"id":34,"date":"2023-09-29T18:47:36","date_gmt":"2023-09-29T21:47:36","guid":{"rendered":"https:\/\/cemeai.icmc.usp.br\/itt2023\/?page_id=34"},"modified":"2023-10-12T21:41:23","modified_gmt":"2023-10-13T00:41:23","slug":"challenges","status":"publish","type":"page","link":"https:\/\/cemeai.icmc.usp.br\/itt2023\/challenges\/","title":{"rendered":"Challenges"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"34\" class=\"elementor elementor-34\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c9f2743 e-flex e-con-boxed e-con e-parent\" data-id=\"c9f2743\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-37daf5d elementor-widget elementor-widget-heading\" data-id=\"37daf5d\" 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 - v3.18.0 - 08-12-2023 *\/\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\">INTEGRATIVE THINK TANK<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-948c408 elementor-widget elementor-widget-heading\" data-id=\"948c408\" 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\">ITT BRAZIL 2023<\/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-dd6c9bc e-flex e-con-boxed e-con e-parent\" data-id=\"dd6c9bc\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-57ad733 elementor-widget elementor-widget-heading\" data-id=\"57ad733\" 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\">Challenges<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b44b67 elementor-widget elementor-widget-text-editor\" data-id=\"5b44b67\" 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 - v3.18.0 - 08-12-2023 *\/\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><strong>ITT Brazil 2023<\/strong> will have the following partners and challenges:<\/p><p><a href=\"https:\/\/lnls.cnpem.br\/\" target=\"_blank\" rel=\"noopener\">Brazilian Synchrotron Light Laboratory (LNLS).<\/a> This partner has proposed three challenges all linked to computational imaging algorithms. The problems are related to mathematical methodologies\u00a0in inverse problems\u00a0that can be implemented in\u00a0a\u00a0computationally efficient way for: (i) reconstruction of signal with minimum data points (ii) identifying and quantifying rings from\u00a0diffraction\u00a0image data (iii) recovering the\u00a0missing phase information in the Fresnel regime (a nondimensional quantity related to phase) in the measured intensity data when imaging. The challenges are aligned with several research directions in the department and with our partner Diamond Light Source in the UK.<\/p><p>National Centre for Alerts and Monitoring of Natural Disasters (Cemaden) This partner has posed challenges centered around environmental data analysis and predictive modeling relating to Cemaden\u2019s monitoring tools. The tasks include (i) developing reliable methods to interpolate missing data and exploring the impact of variables like solar incidence in neural network models for risk classification; (ii) categorising monitoring stations for reliable analysis based on moisture sensor responses and rainfall measurements; (iii) optimising 3D resistivity surveys to attain efficient and qualitative coverage and analysing the behaviour of soil moisture data in correlation with rainfall history. The overarching aim is to bolster predictive accuracy and data reliability in environmental monitoring processes over Brazil.<\/p>\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-174ea69 e-flex e-con-boxed e-con e-parent\" data-id=\"174ea69\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2654c0f e-con-full e-flex e-con e-child\" data-id=\"2654c0f\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5da4aab elementor-widget elementor-widget-image\" data-id=\"5da4aab\" 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 - v3.18.0 - 08-12-2023 *\/\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\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1200\" height=\"668\" src=\"https:\/\/cemeai.icmc.usp.br\/itt2023\/wp-content\/uploads\/2023\/10\/lnls.png\" class=\"attachment-full size-full wp-image-81\" alt=\"\" srcset=\"https:\/\/cemeai.icmc.usp.br\/itt2023\/wp-content\/uploads\/2023\/10\/lnls.png 1200w, https:\/\/cemeai.icmc.usp.br\/itt2023\/wp-content\/uploads\/2023\/10\/lnls-300x167.png 300w, https:\/\/cemeai.icmc.usp.br\/itt2023\/wp-content\/uploads\/2023\/10\/lnls-1024x570.png 1024w, https:\/\/cemeai.icmc.usp.br\/itt2023\/wp-content\/uploads\/2023\/10\/lnls-768x428.png 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7b1ac89 e-con-full e-flex e-con e-child\" data-id=\"7b1ac89\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9213e67 elementor-widget elementor-widget-image\" data-id=\"9213e67\" 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\t<img decoding=\"async\" width=\"468\" height=\"174\" src=\"https:\/\/cemeai.icmc.usp.br\/itt2023\/wp-content\/uploads\/2023\/10\/cemaden.png\" class=\"attachment-full size-full wp-image-80\" alt=\"\" srcset=\"https:\/\/cemeai.icmc.usp.br\/itt2023\/wp-content\/uploads\/2023\/10\/cemaden.png 468w, https:\/\/cemeai.icmc.usp.br\/itt2023\/wp-content\/uploads\/2023\/10\/cemaden-300x112.png 300w\" sizes=\"(max-width: 468px) 100vw, 468px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>INTEGRATIVE THINK TANK ITT BRAZIL 2023 Challenges ITT Brazil 2023 will have the following partners and challenges: Brazilian Synchrotron Light Laboratory (LNLS). This partner has proposed three challenges all linked to computational imaging algorithms. The problems are related to mathematical methodologies\u00a0in inverse problems\u00a0that can be implemented in\u00a0a\u00a0computationally efficient way for: (i) reconstruction of signal with [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-34","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/cemeai.icmc.usp.br\/itt2023\/wp-json\/wp\/v2\/pages\/34","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cemeai.icmc.usp.br\/itt2023\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cemeai.icmc.usp.br\/itt2023\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cemeai.icmc.usp.br\/itt2023\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cemeai.icmc.usp.br\/itt2023\/wp-json\/wp\/v2\/comments?post=34"}],"version-history":[{"count":19,"href":"https:\/\/cemeai.icmc.usp.br\/itt2023\/wp-json\/wp\/v2\/pages\/34\/revisions"}],"predecessor-version":[{"id":159,"href":"https:\/\/cemeai.icmc.usp.br\/itt2023\/wp-json\/wp\/v2\/pages\/34\/revisions\/159"}],"wp:attachment":[{"href":"https:\/\/cemeai.icmc.usp.br\/itt2023\/wp-json\/wp\/v2\/media?parent=34"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}