{"id":1083,"date":"2026-09-30T23:35:02","date_gmt":"2026-09-30T21:35:02","guid":{"rendered":"https:\/\/home.pf.jcu.cz\/~stem\/2026\/index.php\/2026\/09\/30\/nove-moznosti-analyzy-a-vyzkumu-kompozitnich-materialu-s-vyuzitim-umele-inteligence\/"},"modified":"2026-10-01T11:50:45","modified_gmt":"2026-10-01T09:50:45","slug":"nove-moznosti-analyzy-a-vyzkumu-kompozitnich-materialu-s-vyuzitim-umele-inteligence","status":"publish","type":"post","link":"https:\/\/home.pf.jcu.cz\/~stem\/2026\/index.php\/2026\/09\/30\/nove-moznosti-analyzy-a-vyzkumu-kompozitnich-materialu-s-vyuzitim-umele-inteligence\/","title":{"rendered":"Nov\u00e9 mo\u017enosti anal\u00fdzy a v\u00fdzkumu kompozitn\u00edch materi\u00e1l\u016f s vyu\u017eit\u00edm um\u011bl\u00e9 inteligence"},"content":{"rendered":"<p><em>Martin Mikuda<\/em><br \/><small>Katedra fyziky, techniky a chemie, Pedagogick\u00e1 fakulta JU, \u010cesk\u00e9 Bud\u011bjovice<\/small><\/p>\n<p>P\u0159\u00edsp\u011bvek p\u0159edstavuje mo\u017enosti vyu\u017eit\u00ed um\u011bl\u00e9 inteligence p\u0159i anal\u00fdze vl\u00e1kenn\u00fdch struktur kompozitn\u00edch materi\u00e1l\u016f. Zam\u011b\u0159uje se na vyu\u017eit\u00ed konvolu\u010dn\u00edch neuronov\u00fdch s\u00edt\u00ed pro automatickou detekci \u00falomk\u016f uhl\u00edkov\u00fdch vl\u00e1ken na z\u00e1klad\u011b obrazov\u00fdch dat pro n\u00e1sledn\u00e9 statistick\u00e9 vyhodnocen\u00ed. Problematika z\u00e1rove\u0148 nab\u00edz\u00ed mo\u017enost propojen\u00ed materi\u00e1lov\u00e9ho in\u017een\u00fdrstv\u00ed a um\u011bl\u00e9 inteligence v r\u00e1mci STEM vzd\u011bl\u00e1v\u00e1n\u00ed.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Martin MikudaKatedra fyziky, techniky a chemie, Pedagogick\u00e1 fakulta JU, \u010cesk\u00e9 Bud\u011bjovice P\u0159\u00edsp\u011bvek p\u0159edstavuje mo\u017enosti vyu\u017eit\u00ed um\u011bl\u00e9 inteligence p\u0159i anal\u00fdze vl\u00e1kenn\u00fdch struktur kompozitn\u00edch materi\u00e1l\u016f. Zam\u011b\u0159uje se na vyu\u017eit\u00ed konvolu\u010dn\u00edch neuronov\u00fdch s\u00edt\u00ed pro automatickou detekci \u00falomk\u016f uhl\u00edkov\u00fdch vl\u00e1ken na z\u00e1klad\u011b obrazov\u00fdch dat pro n\u00e1sledn\u00e9 statistick\u00e9 vyhodnocen\u00ed. Problematika z\u00e1rove\u0148 nab\u00edz\u00ed mo\u017enost propojen\u00ed materi\u00e1lov\u00e9ho in\u017een\u00fdrstv\u00ed a um\u011bl\u00e9 inteligence v [&hellip;]<\/p>\n","protected":false},"author":41,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[25],"tags":[],"class_list":["post-1083","post","type-post","status-publish","format-standard","hentry","category-prezentace"],"_links":{"self":[{"href":"https:\/\/home.pf.jcu.cz\/~stem\/2026\/index.php\/wp-json\/wp\/v2\/posts\/1083","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/home.pf.jcu.cz\/~stem\/2026\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/home.pf.jcu.cz\/~stem\/2026\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/home.pf.jcu.cz\/~stem\/2026\/index.php\/wp-json\/wp\/v2\/users\/41"}],"replies":[{"embeddable":true,"href":"https:\/\/home.pf.jcu.cz\/~stem\/2026\/index.php\/wp-json\/wp\/v2\/comments?post=1083"}],"version-history":[{"count":1,"href":"https:\/\/home.pf.jcu.cz\/~stem\/2026\/index.php\/wp-json\/wp\/v2\/posts\/1083\/revisions"}],"predecessor-version":[{"id":1088,"href":"https:\/\/home.pf.jcu.cz\/~stem\/2026\/index.php\/wp-json\/wp\/v2\/posts\/1083\/revisions\/1088"}],"wp:attachment":[{"href":"https:\/\/home.pf.jcu.cz\/~stem\/2026\/index.php\/wp-json\/wp\/v2\/media?parent=1083"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/home.pf.jcu.cz\/~stem\/2026\/index.php\/wp-json\/wp\/v2\/categories?post=1083"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/home.pf.jcu.cz\/~stem\/2026\/index.php\/wp-json\/wp\/v2\/tags?post=1083"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}