{"id":942,"date":"2020-08-06T17:22:07","date_gmt":"2020-08-06T17:22:07","guid":{"rendered":"https:\/\/faculty.eng.ufl.edu\/watson\/?page_id=942"},"modified":"2026-03-16T13:10:49","modified_gmt":"2026-03-16T13:10:49","slug":"research-projects","status":"publish","type":"page","link":"https:\/\/faculty.eng.ufl.edu\/watson\/research-projects\/","title":{"rendered":"Research Projects"},"content":{"rendered":"\n<p>The members of this group work on many different research projects.\u00a0 For example the gif above compares the pin power predictions from a convolutional neural network &#8220;Predicted&#8221; to those from a high fidelity core simulator OpenMC &#8220;Actual&#8221;.\u00a0 \u00a0This is just one of the many exciting research projects FAMMoS researchers work on.\u00a0<\/p>\n\n\n\n<div style=\"text-align: left\">\u00a0<\/div>\n<div style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1324\" src=\"https:\/\/faculty.eng.ufl.edu\/watson\/wp-content\/uploads\/sites\/290\/2020\/11\/nn_comparison.gif\" alt=\"Animated GIF showing the actual prediction of normalized pin powers, left, to the machine learning predicted normalized pin powers, right.  \" width=\"435\" height=\"326\" \/><\/div>\n","protected":false},"excerpt":{"rendered":"<p>The members of this group work on many different research projects.\u00a0 For example the gif above compares the pin power predictions from a convolutional neural network &#8220;Predicted&#8221; to those from a high fidelity core simulator OpenMC &#8220;Actual&#8221;.\u00a0 \u00a0This is just one of the many exciting research projects FAMMoS researchers work on.\u00a0 \u00a0<\/p>\n","protected":false},"author":456,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/page-section-nav.php","meta":{"_acf_changed":false,"inline_featured_image":false,"featured_post":"","footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-942","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/faculty.eng.ufl.edu\/watson\/wp-json\/wp\/v2\/pages\/942","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/faculty.eng.ufl.edu\/watson\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/faculty.eng.ufl.edu\/watson\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/watson\/wp-json\/wp\/v2\/users\/456"}],"replies":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/watson\/wp-json\/wp\/v2\/comments?post=942"}],"version-history":[{"count":12,"href":"https:\/\/faculty.eng.ufl.edu\/watson\/wp-json\/wp\/v2\/pages\/942\/revisions"}],"predecessor-version":[{"id":1773,"href":"https:\/\/faculty.eng.ufl.edu\/watson\/wp-json\/wp\/v2\/pages\/942\/revisions\/1773"}],"wp:attachment":[{"href":"https:\/\/faculty.eng.ufl.edu\/watson\/wp-json\/wp\/v2\/media?parent=942"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}