{"id":1192,"date":"2025-11-17T14:37:50","date_gmt":"2025-11-17T13:37:50","guid":{"rendered":"https:\/\/www.rfb-predictor.eu\/?page_id=1192"},"modified":"2026-01-29T10:37:35","modified_gmt":"2026-01-29T09:37:35","slug":"dc7_scm","status":"publish","type":"page","link":"https:\/\/www.rfb-predictor.eu\/?page_id=1192","title":{"rendered":"DC07_SCM"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1192\" class=\"elementor elementor-1192\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f720566 e-con-full e-flex elementor-invisible e-con e-parent\" data-id=\"f720566\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;animation&quot;:&quot;fadeIn&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_offset&quot;:0,&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-023c1cf elementor-nav-menu__align-center elementor-nav-menu--dropdown-tablet elementor-nav-menu__text-align-aside elementor-nav-menu--toggle elementor-nav-menu--burger elementor-widget elementor-widget-nav-menu\" data-id=\"023c1cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;layout&quot;:&quot;horizontal&quot;,&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;svg aria-hidden=\\&quot;true\\&quot; 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Materials BV<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-152\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=76\" class=\"elementor-sub-item\">University of Aalto<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-150\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=81\" class=\"elementor-sub-item\">National Centre for Scientific Research (CNRS)<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-149\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=86\" class=\"elementor-sub-item\">Karlsruhe Institute of Technology<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-147\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=91\" class=\"elementor-sub-item\">CellCube Energy Storage GmbH (ENX)<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-323\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=258\" class=\"elementor-sub-item\">Zurich University of Applied Sciences (ZHAW) &#8211; associated partner<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-407\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=391\" class=\"elementor-sub-item\">Department of Chemical Engineering and Biotechnology, University of Cambridge<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-406\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=396\" class=\"elementor-sub-item\">Accelerated Materials LTD &#8211; associated partner<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-431\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=41\" class=\"elementor-item\">DOCTORAL CANDIDATES<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-143\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=56\" class=\"elementor-item\">PUBLICATIONS<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-146\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=46\" class=\"elementor-item\">NEWS<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-153\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=51\" class=\"elementor-item\">EVENTS<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t<div class=\"elementor-menu-toggle\" role=\"button\" tabindex=\"0\" aria-label=\"Menu Toggle\" aria-expanded=\"false\">\n\t\t\t<svg aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--open e-font-icon-svg e-eicon-menu-bar\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M104 333H896C929 333 958 304 958 271S929 208 896 208H104C71 208 42 237 42 271S71 333 104 333ZM104 583H896C929 583 958 554 958 521S929 458 896 458H104C71 458 42 487 42 521S71 583 104 583ZM104 833H896C929 833 958 804 958 771S929 708 896 708H104C71 708 42 737 42 771S71 833 104 833Z\"><\/path><\/svg><svg aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--close e-font-icon-svg e-eicon-close\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M742 167L500 408 258 167C246 154 233 150 217 150 196 150 179 158 167 167 154 179 150 196 150 212 150 229 154 242 171 254L408 500 167 742C138 771 138 800 167 829 196 858 225 858 254 829L496 587 738 829C750 842 767 846 783 846 800 846 817 842 829 829 842 817 846 804 846 783 846 767 842 750 829 737L588 500 833 258C863 229 863 200 833 171 804 137 775 137 742 167Z\"><\/path><\/svg>\t\t<\/div>\n\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-023c1cf\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-home menu-item-485\"><a href=\"https:\/\/www.rfb-predictor.eu\/\" class=\"elementor-item\" tabindex=\"-1\">HOME<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-144\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=12\" class=\"elementor-item\" tabindex=\"-1\">RESEARCH<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-145\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=35\" class=\"elementor-item\" tabindex=\"-1\">TRAINING<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-141\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=30\" class=\"elementor-item\" tabindex=\"-1\">PARTNERS<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-148\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=61\" class=\"elementor-sub-item\" tabindex=\"-1\">Fraunhofer ICT<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-558\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=266\" class=\"elementor-sub-item\" tabindex=\"-1\">Fraunhofer SCAI<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-151\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=66\" class=\"elementor-sub-item\" tabindex=\"-1\">Technical University of Denmark<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-249\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=71\" class=\"elementor-sub-item\" tabindex=\"-1\">Software for Chemistry &#038; Materials BV<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-152\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=76\" class=\"elementor-sub-item\" tabindex=\"-1\">University of Aalto<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-150\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=81\" class=\"elementor-sub-item\" tabindex=\"-1\">National Centre for Scientific Research (CNRS)<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-149\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=86\" class=\"elementor-sub-item\" tabindex=\"-1\">Karlsruhe Institute of Technology<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-147\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=91\" class=\"elementor-sub-item\" tabindex=\"-1\">CellCube Energy Storage GmbH (ENX)<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-323\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=258\" class=\"elementor-sub-item\" tabindex=\"-1\">Zurich University of Applied Sciences (ZHAW) &#8211; associated partner<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-407\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=391\" class=\"elementor-sub-item\" tabindex=\"-1\">Department of Chemical Engineering and Biotechnology, University of Cambridge<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-406\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=396\" class=\"elementor-sub-item\" tabindex=\"-1\">Accelerated Materials LTD &#8211; associated partner<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-431\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=41\" class=\"elementor-item\" tabindex=\"-1\">DOCTORAL CANDIDATES<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-143\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=56\" class=\"elementor-item\" tabindex=\"-1\">PUBLICATIONS<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-146\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=46\" class=\"elementor-item\" tabindex=\"-1\">NEWS<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-153\"><a href=\"https:\/\/www.rfb-predictor.eu\/?page_id=51\" class=\"elementor-item\" tabindex=\"-1\">EVENTS<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\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-f557cce e-flex e-con-boxed e-con e-parent\" data-id=\"f557cce\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-44688a6 elementor-widget elementor-widget-spacer\" data-id=\"44688a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\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-9512803 e-con-full e-flex e-con e-parent\" data-id=\"9512803\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-621a9a7 e-con-full animated-slow e-flex elementor-invisible e-con e-child\" data-id=\"621a9a7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeIn&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e8e77e3 elementor-widget__width-inherit animated-slow elementor-invisible elementor-widget elementor-widget-testimonial\" data-id=\"e8e77e3\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:200}\" data-widget_type=\"testimonial.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial-wrapper\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial-content\">\u201cI am developing thermodynamic and data-driven models to improve the prediction and accuracy of solubility and solution free energies in electrolyte systems. By refining COSMO-RS, we aim to connect molecular-scale behavior with macroscopic thermodynamic properties, supporting the high-throughput screening of materials for electrochemical energy storage\u201d<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-testimonial-meta elementor-has-image elementor-testimonial-image-position-aside\">\n\t\t\t\t<div class=\"elementor-testimonial-meta-inner\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial-image\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/www.rfb-predictor.eu\/wp-content\/uploads\/2025\/12\/mattoso_picture-002-300x300.jpeg\" class=\"attachment-medium size-medium wp-image-1299\" alt=\"\" srcset=\"https:\/\/www.rfb-predictor.eu\/wp-content\/uploads\/2025\/12\/mattoso_picture-002-300x300.jpeg 300w, https:\/\/www.rfb-predictor.eu\/wp-content\/uploads\/2025\/12\/mattoso_picture-002-150x150.jpeg 150w, https:\/\/www.rfb-predictor.eu\/wp-content\/uploads\/2025\/12\/mattoso_picture-002-768x768.jpeg 768w, https:\/\/www.rfb-predictor.eu\/wp-content\/uploads\/2025\/12\/elementor\/thumbs\/mattoso_picture-002-rfpo9ns4egb9e5me5qt1e7n360grt7phxidgqylrrk.jpeg 200w, https:\/\/www.rfb-predictor.eu\/wp-content\/uploads\/2025\/12\/mattoso_picture-002.jpeg 800w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial-details\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial-name\">Davi Mattoso<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial-job\">PREDICTOR Doctoral Candidate<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b1f0467 elementor-grid-1 elementor-shape-rounded elementor-widget elementor-widget-social-icons\" data-id=\"b1f0467\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-linkedin elementor-animation-pop elementor-repeater-item-e6c5904\" href=\"https:\/\/www.linkedin.com\/in\/davi-mattoso\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Linkedin<\/span>\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-linkedin\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 32H31.9C14.3 32 0 46.5 0 64.3v383.4C0 465.5 14.3 480 31.9 480H416c17.6 0 32-14.5 32-32.3V64.3c0-17.8-14.4-32.3-32-32.3zM135.4 416H69V202.2h66.5V416zm-33.2-243c-21.3 0-38.5-17.3-38.5-38.5S80.9 96 102.2 96c21.2 0 38.5 17.3 38.5 38.5 0 21.3-17.2 38.5-38.5 38.5zm282.1 243h-66.4V312c0-24.8-.5-56.7-34.5-56.7-34.6 0-39.9 27-39.9 54.9V416h-66.4V202.2h63.7v29.2h.9c8.9-16.8 30.6-34.5 62.9-34.5 67.2 0 79.7 44.3 79.7 101.9V416z\"><\/path><\/svg>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\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-5eaa91d e-con-full e-flex e-con e-parent\" data-id=\"5eaa91d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-26627ba e-con-full animated-fast e-flex elementor-invisible e-con e-child\" data-id=\"26627ba\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInRight&quot;,&quot;animation_delay&quot;:300,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-6156baf e-con-full e-flex e-con e-child\" data-id=\"6156baf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-24b3d03 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"24b3d03\" data-element_type=\"widget\" data-e-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=\"800\" height=\"560\" src=\"https:\/\/www.rfb-predictor.eu\/wp-content\/uploads\/2026\/01\/Flag_of_Brazil.svg\" class=\"attachment-large size-large wp-image-1586\" alt=\"\" \/>\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 class=\"elementor-element elementor-element-25483fc elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"25483fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Hi! I'm Davi from Brazil,<\/h4>\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-32d91d4 e-con-full e-flex e-con e-child\" data-id=\"32d91d4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2b50a35 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"2b50a35\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">and I work at SCM<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22a28a5 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"22a28a5\" data-element_type=\"widget\" data-e-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=\"359\" height=\"176\" src=\"https:\/\/www.rfb-predictor.eu\/wp-content\/uploads\/2025\/06\/SCM_logo_web.jpg\" class=\"attachment-large size-large wp-image-986\" alt=\"\" srcset=\"https:\/\/www.rfb-predictor.eu\/wp-content\/uploads\/2025\/06\/SCM_logo_web.jpg 359w, https:\/\/www.rfb-predictor.eu\/wp-content\/uploads\/2025\/06\/SCM_logo_web-300x147.jpg 300w\" sizes=\"(max-width: 359px) 100vw, 359px\" \/>\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<div class=\"elementor-element elementor-element-be5cb97 elementor-widget elementor-widget-n-accordion\" data-id=\"be5cb97\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1990\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-1990\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> My academic career <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1990\" class=\"elementor-element elementor-element-da510ff e-con-full e-flex e-con e-child\" data-id=\"da510ff\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4f07905 elementor-widget elementor-widget-text-editor\" data-id=\"4f07905\" data-element_type=\"widget\" data-e-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\t\t<p><strong>Bachelor\u2019s degree in Chemistry<\/strong> (Federal University of S\u00e3o Carlos, 2018 &#8211; 2022)<\/p><p><strong>Master\u2019s degree in Chemistry<\/strong> (University of Trieste, 2023-2025)\u00a0<\/p>\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<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1991\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1991\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> My publications <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1991\" class=\"elementor-element elementor-element-bdd1205 e-con-full e-flex e-con e-child\" data-id=\"bdd1205\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e58d1c2 elementor-widget elementor-widget-text-editor\" data-id=\"e58d1c2\" data-element_type=\"widget\" data-e-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\t\t<p>coming soon<\/p>\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<\/details>\n\t\t\t\t\t<\/div>\n\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-7489666 e-con-full animated-fast e-flex elementor-invisible e-con e-child\" data-id=\"7489666\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInRight&quot;,&quot;animation_delay&quot;:300,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0765fc2 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"0765fc2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">About my thesis - \nImproving the accuracy of solubility and solution-free energy predictions<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb0cfb1 elementor-widget elementor-widget-text-editor\" data-id=\"fb0cfb1\" data-element_type=\"widget\" data-e-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\t\t<p>This project focuses on advancing thermodynamic modeling techniques for accurately calculating solubility and solution free energies, with particular emphasis on electrolyte systems. The focus is on improving and expanding SCM\u2019s current methodologies, specifically COSMO-RS, Pitzer-Debye-H\u00fcckel, and machine learning\u2013based approaches, so they can better predict solubility across a broader range of chemical environments, specifically for charged species.\u00a0<\/p><p>\u00a0<\/p><p>A central challenge lies in properly describing short-range molecular interactions, captured by COSMO-RS, and the long-range electrostatic interactions described by the Pitzer-Debye-H\u00fcckel models. Achieving this requires developing consistent and transferable parameter sets that can represent both effects simultaneously while maintaining chemical accuracy and computational efficiency. In addition to improving theoretical models, the project aims to leverage data-driven methods to enhance prediction quality and reduce computational effort.\u00a0<\/p><p>\u00a0<\/p><p>Ultimately, the project contributes to the PREDICTOR\u2019s broader objective of high-throughput screening of active materials for flow batteries, by improving the prediction of solubility, solution-free energy and other relevant thermodynamic properties, critical for the development of materials for electrochemical storage.\u00a0 <\/p>\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>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u201cI am developing thermodynamic and data-driven models to improve the prediction and accuracy of solubility and solution free energies in electrolyte systems. By refining COSMO-RS, we aim to connect molecular-scale behavior with macroscopic thermodynamic properties, supporting the high-throughput screening of materials for electrochemical energy storage\u201d Davi Mattoso PREDICTOR Doctoral Candidate Linkedin Hi! I&#8217;m Davi from [&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-1192","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.rfb-predictor.eu\/index.php?rest_route=\/wp\/v2\/pages\/1192","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.rfb-predictor.eu\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.rfb-predictor.eu\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.rfb-predictor.eu\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.rfb-predictor.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1192"}],"version-history":[{"count":26,"href":"https:\/\/www.rfb-predictor.eu\/index.php?rest_route=\/wp\/v2\/pages\/1192\/revisions"}],"predecessor-version":[{"id":1589,"href":"https:\/\/www.rfb-predictor.eu\/index.php?rest_route=\/wp\/v2\/pages\/1192\/revisions\/1589"}],"wp:attachment":[{"href":"https:\/\/www.rfb-predictor.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1192"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}