{"id":2352,"date":"2026-05-14T16:41:15","date_gmt":"2026-05-14T07:41:15","guid":{"rendered":"https:\/\/www.ifs.tohoku.ac.jp\/eng\/?p=2352"},"modified":"2026-05-14T16:41:15","modified_gmt":"2026-05-14T07:41:15","slug":"prof-samuel-l-manzellos-energy-dynamics-laboratory-research-on-wildland-urban-interface-wui-fires-was-featured-on-the-tohoku-university-website-2","status":"publish","type":"post","link":"https:\/\/www.ifs.tohoku.ac.jp\/eng\/news\/2352\/","title":{"rendered":"Prof. Samuel L. Manzello\u2019s (Energy Dynamics Laboratory) research on Wildland\u2013Urban Interface (WUI) fires was featured on the Tohoku University website."},"content":{"rendered":"Prof. Samuel L. Manzello\u2019s (Energy Dynamics Laboratory) research on Wildland\u2013Urban Interface (WUI) fires was featured on the Tohoku University website.<br \/><br \/><a href=\"https:\/\/www.tohoku.ac.jp\/en\/press\/tohoku_university_researcher_fuels_the_global_drive_for_better_large_outdoor_fire_modelling.html\" target=\"_blank\" rel=\"noopener\">Tohoku University Researcher Fuels the Global Drive for Better Large Outdoor Fire Modelling<\/a><br \/><br \/><strong>Publication Details:<\/strong><br \/>Title: The 2025 Wildland-Urban Interface (WUI) Fire Disaster in Ofunato City, Japan<br \/>Authors: Sayaka Suzuki and Samuel L. Manzello<br \/>Journal: Fire Technology<br \/>DOI: <a href=\"https:\/\/doi.org\/10.1007\/s10694-026-01884-5\" target=\"_blank\" rel=\"noopener\">10.1007\/s10694-026-01884-5<\/a><br \/><br \/>Title: Prediction of firebrand transport using machine learning and physics-constrained neural networks<br \/>Authors: Reita Kameyama, Samuel L. Manzello, and Sayaka Suzuki<br \/>Journal: Fire Safety Journa<br \/>DOI: <a href=\"https:\/\/doi.org\/10.1016\/j.firesaf.2026.104691\" target=\"_blank\" rel=\"noopener\">10.1016\/j.firesaf.2026.104691<\/a><br \/><br \/>\r\n<p><a href=\"https:\/\/www.tohoku.ac.jp\/en\/press\/tohoku_university_researcher_fuels_the_global_drive_for_better_large_outdoor_fire_modelling.html\" target=\"_blank\" rel=\"noopener\"><\/a><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/www.ifs.tohoku.ac.jp\/jpn\/wp-content\/uploads\/sites\/2\/2026\/05\/051_researcher_fuels_the_global_drive_for_better_large_outdoor_fire_modelling_fig1.jpg\" alt=\"\" width=\"800\" height=\"597\" class=\"alignnone wp-image-6967\" \/>\u00a0<\/p>\r\n<p class=\"p1\"><span>Burned area Ofunato-city. \u00a9Tohoku University<\/span><\/p>\r\n<p><br \/><br \/>Contact\uff1a<br \/>Prof. Samuel L. Manzello<br \/>Institute of Fluid Science,<br \/>Tohoku University<br \/>E-mail : manzello*tohoku.ac.jp<br \/>(Please change * to @.)<br \/><br \/><\/p>","protected":false},"excerpt":{"rendered":"Prof. Samuel L. Manzello\u2019s (Energy Dynamics Laboratory) research on Wildland\u2013Urban Interface (WUI) fires was featured on the Tohoku University website.Tohoku University Researcher Fuels the Global Drive for Better Large Outdoor Fire ModellingPublication Details:Title: The 2025 Wildland-Urban Interface (WUI) Fire Disaster in Ofunato City, JapanAuthors: Sayaka Suzuki and Samuel L. ManzelloJournal: Fire TechnologyDOI: 10.1007\/s10694-026-01884-5Title: Prediction of [&hellip;]","protected":false},"author":1,"featured_media":2353,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[25],"tags":[16],"class_list":["post-2352","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-press-release","tag-energy-dynamics-laboratory"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"Prof. Samuel L. 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Manzello\u2019s (Energy Dynamics Laboratory) research on Wildland\u2013Urban Interface (WUI) fires was featured on the Tohoku University website.Tohoku University Researcher Fuels the Global Drive for Better Large Outdoor Fire ModellingPublication Details:Title: The 2025 Wildland-Urban Interface (WUI) Fire Disaster in Ofunato City, JapanAuthors: Sayaka Suzuki and Samuel L. ManzelloJournal: Fire TechnologyDOI: 10.1007\/s10694-026-01884-5Title: Prediction of","twitter:image":"http:\/\/www.ifs.tohoku.ac.jp\/eng\/wp-content\/uploads\/sites\/3\/2026\/05\/thumbnail_202605_manzello.jpg"},"aioseo_meta_data":{"post_id":"2352","title":null,"description":null,"keywords":null,"keyphrases":{"focus":{"keyphrase":"","score":0,"analysis":{"keyphraseInTitle":{"score":0,"maxScore":9,"error":1}}},"additional":[]},"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"featured","og_image_url":"http:\/\/www.ifs.tohoku.ac.jp\/eng\/wp-content\/uploads\/sites\/3\/2026\/05\/thumbnail_202605_manzello.jpg","og_image_width":"671","og_image_height":"421","og_image_custom_url":null,"og_image_custom_fields":null,"og_video":"","og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":true,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"BlogPosting","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":"-1","robots_max_videopreview":"-1","robots_max_imagepreview":"large","priority":null,"frequency":"default","local_seo":null,"breadcrumb_settings":null,"limit_modified_date":false,"created":"2026-05-14 07:41:15","updated":"2026-05-14 07:46:40","focus_keyword":null,"additional_keywords":null,"truseo_locale":null,"ai":null,"seo_analyzer_scan_date":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/www.ifs.tohoku.ac.jp\/eng\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/www.ifs.tohoku.ac.jp\/eng\/news\/category\/press-release\/\" title=\"Press Release\">Press Release<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tProf. Samuel L. Manzello\u2019s (Energy Dynamics Laboratory) research on Wildland\u2013Urban Interface (WUI) fires was featured on the Tohoku University website.\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/www.ifs.tohoku.ac.jp\/eng"},{"label":"Press Release","link":"https:\/\/www.ifs.tohoku.ac.jp\/eng\/news\/category\/press-release\/"},{"label":"Prof. Samuel L. 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