{"id":4487,"date":"2025-11-04T00:54:46","date_gmt":"2025-11-04T00:54:46","guid":{"rendered":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?page_id=4487"},"modified":"2025-11-04T00:54:46","modified_gmt":"2025-11-04T00:54:46","slug":"unified-design-informed-sigint-fusing-atl-twpa-priors-with-adaptive-idler-proximity-scoring","status":"publish","type":"page","link":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/?page_id=4487","title":{"rendered":"Unified Design-Informed SIGINT: Fusing ATL\/TWPA Priors with Adaptive Idler Proximity Scoring"},"content":{"rendered":"\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2025\/11\/Unified-Design-Informed-SIGINT-bgilbert.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of Unified Design-Informed SIGINT bgilbert.\"><\/object><a id=\"wp-block-file--media-dea87bd1-a504-4429-9c24-ccdd89235f75\" href=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2025\/11\/Unified-Design-Informed-SIGINT-bgilbert.pdf\">Unified Design-Informed SIGINT bgilbert<\/a><a href=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2025\/11\/Unified-Design-Informed-SIGINT-bgilbert.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-dea87bd1-a504-4429-9c24-ccdd89235f75\">Download<\/a><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">We present a unified SIGINT detector that fuses<br>ATL\/TWPA hardware priors with physics-correct, pumpreferenced idler proximity scoring (IPS). By separating 3WM and<br>4WM processes, applying selective stopband penalties, and autotuning weights via grid search, the method achieves +5.5% PRAUC and -38% FPR@95%TPR versus SNR-threshold baseline.<br>Real TWPA data confirms idler alignment within \u00b13 ppm.<br>Integration uses five ops-stack hooks; full code emits one-click<br>ROC\/PR reports.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>We present a unified SIGINT detector that fusesATL\/TWPA hardware priors with physics-correct, pumpreferenced idler proximity scoring (IPS). By separating 3WM and4WM processes, applying selective stopband penalties, and autotuning weights via grid search, the method achieves +5.5% PRAUC and -38% FPR@95%TPR versus SNR-threshold baseline.Real TWPA data confirms idler alignment within \u00b13 ppm.Integration uses five ops-stack hooks;&hellip;&nbsp;<\/p>\n","protected":false},"author":2,"featured_media":4489,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"class_list":["post-4487","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/pages\/4487","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4487"}],"version-history":[{"count":0,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/pages\/4487\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/media\/4489"}],"wp:attachment":[{"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4487"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}