{"id":1160,"date":"2025-11-17T14:24:01","date_gmt":"2025-11-17T13:24:01","guid":{"rendered":"https:\/\/www.rfb-predictor.eu\/?page_id=1160"},"modified":"2026-01-29T11:08:59","modified_gmt":"2026-01-29T10:08:59","slug":"dc3_scai","status":"publish","type":"page","link":"https:\/\/www.rfb-predictor.eu\/?page_id=1160","title":{"rendered":"DC03_SCAI"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1160\" class=\"elementor elementor-1160\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3137150 e-con-full e-flex elementor-invisible e-con e-parent\" data-id=\"3137150\" data-element_type=\"container\" data-e-type=\"container\" 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href=\"https:\/\/www.rfb-predictor.eu\/?page_id=12\" class=\"elementor-item\">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\">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\">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\">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\">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\">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\">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\">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 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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-a789ed5\" 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-2e45d34 e-flex e-con-boxed e-con e-parent\" data-id=\"2e45d34\" 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-4754068 elementor-widget elementor-widget-spacer\" data-id=\"4754068\" 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-b332759 e-con-full e-flex e-con e-parent\" data-id=\"b332759\" 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-5f1c332 e-con-full animated-slow e-flex elementor-invisible e-con e-child\" data-id=\"5f1c332\" 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-7344473 elementor-widget__width-inherit animated-slow elementor-invisible elementor-widget elementor-widget-testimonial\" data-id=\"7344473\" 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\">\u201cMy goal is to accelerate redox flow battery research with a data-driven, semantic framework that combines AI, high-throughput screening, and advanced tools to extract knowledge, build predictive models, and guide better design and operation.\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=\"202\" height=\"300\" src=\"https:\/\/www.rfb-predictor.eu\/wp-content\/uploads\/2025\/11\/DC3-SCAI-Daniel-Willimetz-202x300.jpeg\" class=\"attachment-medium size-medium wp-image-1162\" alt=\"\" srcset=\"https:\/\/www.rfb-predictor.eu\/wp-content\/uploads\/2025\/11\/DC3-SCAI-Daniel-Willimetz-202x300.jpeg 202w, https:\/\/www.rfb-predictor.eu\/wp-content\/uploads\/2025\/11\/DC3-SCAI-Daniel-Willimetz.jpeg 542w\" sizes=\"(max-width: 202px) 100vw, 202px\" \/>\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\">Daniel Willimetz<\/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-fb54018 elementor-grid-1 elementor-shape-rounded elementor-widget elementor-widget-social-icons\" data-id=\"fb54018\" 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-a21d841\" href=\"https:\/\/www.linkedin.com\/in\/daniel-willimetz-b59820314\/\" 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-b7c14a3 e-con-full e-flex e-con e-parent\" data-id=\"b7c14a3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-c2f7013 e-con-full animated-fast e-flex elementor-invisible e-con e-child\" data-id=\"c2f7013\" 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-f07b776 e-con-full e-flex e-con e-child\" data-id=\"f07b776\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-470d583 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"470d583\" 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=\"533\" src=\"https:\/\/www.rfb-predictor.eu\/wp-content\/uploads\/2026\/01\/Flag_of_the_Czech_Republic.svg\" class=\"attachment-large size-large wp-image-1378\" 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-b4c70b5 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"b4c70b5\" 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 Daniel from Czech Republic,<\/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-aad4c60 e-con-full e-flex e-con e-child\" data-id=\"aad4c60\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-84a7b42 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"84a7b42\" 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 Fraunhofer SCAI<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a3dde65 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"a3dde65\" 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=\"291\" src=\"https:\/\/www.rfb-predictor.eu\/wp-content\/uploads\/2024\/10\/19_scai_rgb_modul-1024x373.png\" class=\"attachment-large size-large wp-image-549\" alt=\"\" srcset=\"https:\/\/www.rfb-predictor.eu\/wp-content\/uploads\/2024\/10\/19_scai_rgb_modul-1024x373.png 1024w, https:\/\/www.rfb-predictor.eu\/wp-content\/uploads\/2024\/10\/19_scai_rgb_modul-300x109.png 300w, https:\/\/www.rfb-predictor.eu\/wp-content\/uploads\/2024\/10\/19_scai_rgb_modul-768x279.png 768w, https:\/\/www.rfb-predictor.eu\/wp-content\/uploads\/2024\/10\/19_scai_rgb_modul-1536x559.png 1536w, https:\/\/www.rfb-predictor.eu\/wp-content\/uploads\/2024\/10\/19_scai_rgb_modul.png 1800w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-64191b5 elementor-widget elementor-widget-n-accordion\" data-id=\"64191b5\" 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-1040\" 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-1040\" >\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-1040\" class=\"elementor-element elementor-element-acc55d1 e-con-full e-flex e-con e-child\" data-id=\"acc55d1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9a3feea elementor-widget elementor-widget-text-editor\" data-id=\"9a3feea\" 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&#8217;s degree in Chemistry<\/strong> (Charles University, 2020 &#8211; 2023)<\/p><p><strong> Master&#8217;s degree in Physical Chemistry<\/strong> (Charles University, 2023 &#8211; 2025)<\/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-1041\" 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-1041\" >\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-1041\" class=\"elementor-element elementor-element-3a9eae1 e-con-full e-flex e-con e-child\" data-id=\"3a9eae1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7c65b7b elementor-widget elementor-widget-text-editor\" data-id=\"7c65b7b\" 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-7935c51 e-con-full animated-fast e-flex elementor-invisible e-con e-child\" data-id=\"7935c51\" 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-b950673 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"b950673\" 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 - \nElectrochemical high-throughput analytics and electrolyte production<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2eb6c7d elementor-widget elementor-widget-text-editor\" data-id=\"2eb6c7d\" 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>The project aims to develop a data-driven, semantic framework to accelerate redox flow battery research and optimisation. First, we will define a formal ontology to organise computational and experimental data with consistent metadata, ensuring that modelling and characterisation results are comparable and interoperable.<\/p><p>On this foundation, we will implement semantic search and analysis tools to efficiently discover relevant information and reveal patterns across datasets. Methodologically, we will combine high-throughput electrochemical screening with AI techniques, including pattern recognition for spectra and voltammetry, to extract knowledge from real operation data and build predictive models of battery behaviour.<\/p><p>Validation will occur through integrated workflows that link data ingestion, analysis, and model refinement. The expected outcomes include an open, shared knowledge base for the community, practical tools that speed up data-driven discovery, and AI-enabled methods that improve understanding of complex interrelations and guide better design and operational decisions for redox flow batteries.<\/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>\u201cMy goal is to accelerate redox flow battery research with a data-driven, semantic framework that combines AI, high-throughput screening, and advanced tools to extract knowledge, build predictive models, and guide better design and operation.\u201d Daniel Willimetz PREDICTOR Doctoral Candidate Linkedin Hi! I&#8217;m Daniel from Czech Republic, and I work at Fraunhofer SCAI My academic career [&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-1160","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.rfb-predictor.eu\/index.php?rest_route=\/wp\/v2\/pages\/1160","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=1160"}],"version-history":[{"count":29,"href":"https:\/\/www.rfb-predictor.eu\/index.php?rest_route=\/wp\/v2\/pages\/1160\/revisions"}],"predecessor-version":[{"id":1624,"href":"https:\/\/www.rfb-predictor.eu\/index.php?rest_route=\/wp\/v2\/pages\/1160\/revisions\/1624"}],"wp:attachment":[{"href":"https:\/\/www.rfb-predictor.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1160"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}