{"id":214857,"date":"2026-05-16T02:30:00","date_gmt":"2026-05-16T06:30:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/05\/16\/artificial-intelligence-generated-photonics-map-optical-properties-to-subwavelength-structures-directly-via-a-diffusion-model\/"},"modified":"2026-05-17T05:15:24","modified_gmt":"2026-05-17T09:15:24","slug":"artificial-intelligence-generated-photonics-map-optical-properties-to-subwavelength-structures-directly-via-a-diffusion-model","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/05\/16\/artificial-intelligence-generated-photonics-map-optical-properties-to-subwavelength-structures-directly-via-a-diffusion-model\/","title":{"rendered":"Artificial Intelligence-Generated Photonics: Map Optical Properties to Subwavelength Structures Directly via a Diffusion Model"},"content":{"rendered":"<p><a href=\"https:\/\/www.newswise.com\/articles\/artificial-intelligence-generated-photonics-map-optical-properties-to-subwavelength-structures-directly-via-a-diffusion-model\">Artificial Intelligence-Generated Photonics: Map Optical Properties to Subwavelength Structures Directly via a Diffusion Model<\/a><\/p>\n<p><a href=\"https:\/\/www.newswise.com\/articles\/artificial-intelligence-generated-photonics-map-optical-properties-to-subwavelength-structures-directly-via-a-diffusion-model\">https:\/\/www.newswise.com\/articles\/artificial-intelligence-generated-photonics-map-optical-properties-to-subwavelength-structures-directly-via-a-diffusion-model<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-05-16 02:30:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.newswise.com\">www.newswise.com<\/a><\/p>\n<ul>\n<li>\n<p><strong>Revolutionizing Photonic Design<\/strong>: A research team led by Professor Kaiyu Cui has developed the AI-generated photonic framework (AIGP) that creates subwavelength photonic structures directly from optical properties using generative diffusion models, eliminating the need for iterative optimization processes.<\/p>\n<\/li>\n<li>\n<p><strong>Direct Mapping of Optical Properties<\/strong>: The AIGP framework allows high-precision mapping from full-band transmission spectra, phase profiles, and polarization responses to corresponding photonic structures, with generation times of merely seconds for manufacturing readiness.<\/p>\n<\/li>\n<li>\n<p><strong>Flexible Design Capabilities<\/strong>: It supports flexible design constraints, including polarization insensitivity and band-specific masking, allowing for adaptable and diverse design goals without complex forward modeling.<\/p>\n<\/li>\n<li>\n<p><strong>Experimental Validation and Fabrication<\/strong>: The technology was experimentally validated on a silicon-on-sapphire platform, successfully creating structural-color meta-atoms and encoding an image onto a chip, demonstrating the capability for immediate fabrication from design.<\/p>\n<\/li>\n<li>\n<p><strong>Overcoming Conventional Obstacles<\/strong>: The AIGP framework addresses traditional challenges of non-uniqueness, robustness to unseen inputs, and the complete avoidance of iterative procedures, presenting a revolutionary approach to generative photonic design.<\/p>\n<\/li>\n<li>\n<p><strong>Prospects for Future Innovation<\/strong>: The technology promises to expedite developments in various photonic applications, from optical computing to structural colors and beam splitters, ushering in an era of large-scale AI-driven photonic innovation.<\/p>\n<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Artificial Intelligence-Generated Photonics: Map Optical Properties to Subwavelength Structures Directly via a Diffusion Model https:\/\/www.newswise.com\/articles\/artificial-intelligence-generated-photonics-map-optical-properties-to-subwavelength-structures-directly-via-a-diffusion-model&#8230;<\/p>\n","protected":false},"author":1,"featured_media":214858,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/www.newswise.com\/images\/uploads\/2026\/05\/16\/6a08104b14108_ScreenShot2026-05-16143456960.png","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[20],"class_list":["post-214857","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/214857"}],"collection":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=214857"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/214857\/revisions"}],"predecessor-version":[{"id":214859,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/214857\/revisions\/214859"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/214858"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=214857"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=214857"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=214857"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}