{"id":17072,"date":"2023-09-07T09:39:33","date_gmt":"2023-09-07T09:39:33","guid":{"rendered":"http:\/\/amade.udg.edu\/?p=17072"},"modified":"2023-09-07T09:41:04","modified_gmt":"2023-09-07T09:41:04","slug":"sophomore-dissertation-on-the-generation-of-design-allowables-in-composite-materials-using-surrogate-models-generated-by-machine-learning","status":"publish","type":"post","link":"https:\/\/amade.udg.edu\/index.php\/2023\/09\/07\/sophomore-dissertation-on-the-generation-of-design-allowables-in-composite-materials-using-surrogate-models-generated-by-machine-learning\/","title":{"rendered":"Sophomore dissertation on the generation of design allowables in composite materials using surrogate models generated by Machine Learning"},"content":{"rendered":"<p>[vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb][vc_column][vc_column_text]The PhD student Joan Ninyerola defended his sophomore dissertation entitled \u00abGeneration of design allowables in composite materials using surrogate models generated by Machine Learning\u00bb at the Polytechnic School of the University of Girona (UdG) on June 9, 2023.<\/p>\r\n\r\n<p>Sophomore dissertations are conducted at the end of the first year of the doctoral thesis with the aims of evaluating the research capacity of doctoral students and sharing the research carried out in AMADE &#8211; UdG with the members of the group.<\/p>\r\n\r\n<p>This research is part of the PhD thesis of Joan Ninyerola, advised by Dr. Albert Turon and Dr. Aravind Sasikumar, researchers of AMADE \u2013 UdG. The PhD thesis is conducted within the TREAL project.<\/p>\r\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb layout_width=\u00bb\u00bb icon_pack=\u00bbfont_awesome\u00bb icon=\u00bb\u00bb fe_icon=\u00bb\u00bb linea_icon=\u00bb\u00bb dripicon=\u00bb\u00bb kiko=\u00bb\u00bb font_awesome_5=\u00bb\u00bb icon_size=\u00bbfa-lg\u00bb title_tag=\u00bbh3&#8243; image=\u00bb16043&#8243; image_shader_hover_color=\u00bb#e26234&#8243; title_size=\u00bb16&#8243; image_shader_color=\u00bbrgba(178,178,178,0.48)\u00bb title=\u00bbBEDYN\u00bb icon_color=\u00bb\u00bb title_color=\u00bb\u00bb][vc_column][\/vc_column][\/vc_row]<\/p>","protected":false},"excerpt":{"rendered":"<p>[vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb][vc_column][vc_column_text]The PhD student Joan Ninyerola defended his sophomore dissertation entitled \u00abGeneration of design allowables in composite materials using surrogate models generated by Machine Learning\u00bb at the Polytechnic School of the University of Girona&#8230;<\/p>\n","protected":false},"author":1,"featured_media":17073,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[49,48],"tags":[],"class_list":["post-17072","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-treal"],"_links":{"self":[{"href":"https:\/\/amade.udg.edu\/index.php\/wp-json\/wp\/v2\/posts\/17072","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/amade.udg.edu\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/amade.udg.edu\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/amade.udg.edu\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/amade.udg.edu\/index.php\/wp-json\/wp\/v2\/comments?post=17072"}],"version-history":[{"count":3,"href":"https:\/\/amade.udg.edu\/index.php\/wp-json\/wp\/v2\/posts\/17072\/revisions"}],"predecessor-version":[{"id":17077,"href":"https:\/\/amade.udg.edu\/index.php\/wp-json\/wp\/v2\/posts\/17072\/revisions\/17077"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/amade.udg.edu\/index.php\/wp-json\/wp\/v2\/media\/17073"}],"wp:attachment":[{"href":"https:\/\/amade.udg.edu\/index.php\/wp-json\/wp\/v2\/media?parent=17072"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/amade.udg.edu\/index.php\/wp-json\/wp\/v2\/categories?post=17072"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/amade.udg.edu\/index.php\/wp-json\/wp\/v2\/tags?post=17072"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}