<?xml version="1.0" encoding="utf-8"?><urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:news="http://www.google.com/schemas/sitemap-news/0.9" xmlns:image="http://www.google.com/schemas/sitemap-image/1.1" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.sitemaps.org/schemas/sitemap/0.9 http://www.sitemaps.org/schemas/sitemap/0.9/sitemap.xsd http://www.google.com/schemas/sitemap-news/0.9 http://www.google.com/schemas/sitemap-news/0.9/sitemap-news.xsd"><url><loc>https://www.perfumerflavorist.com/flavor/regulatory-research/news/22978410/machine-learning-accelerates-discovery-of-flavor-compounds-that-trigger-pungency-and-irritation</loc><news:news><news:publication><news:name>Perfumer & Flavorist</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-11-13T14:32:49.000Z</news:publication_date><news:title>Machine Learning Accelerates Discovery of Flavor Compounds That Trigger Pungency and Irritation</news:title></news:news><image:image><image:loc>https://img.perfumerflavorist.com/mindful/allured/workspaces/default/uploads/2026/11/pexels-cottonbro-8955954.53AZUSGE9i.jpg?auto=format%252Ccompress&amp;q=70</image:loc><image:caption>For flavor developers, the integrated approach offers a potential pathway to screen chemesthetic ingredients more efficiently while better understanding the molecular mechanisms behind their sensory effects. Such insights could support more targeted exploration of pungency, irritation and other mouthfeel-related sensations, helping researchers connect molecular structure with sensory performance.</image:caption></image:image></url><url><loc>https://www.perfumerflavorist.com/events/event-coverage/news/22978381/flavor-and-fragrance-industry-events-novemberdecember-2026-calendar-features-regulatory-updates-fragrance-trends-and-sensory-research</loc><news:news><news:publication><news:name>Perfumer & Flavorist</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-11-12T18:15:43.000Z</news:publication_date><news:title>Flavor and Fragrance Industry Events: November–December 2026 Calendar Features Regulatory Updates, Fragrance Trends and Sensory Research</news:title></news:news><image:image><image:loc>https://img.perfumerflavorist.com/mindful/allured/workspaces/default/uploads/2026/11/pexels-sound-on-3756950.bvvB85jwMD.jpg?auto=format%252Ccompress&amp;q=70</image:loc><image:caption>The British Society of Perfumers will host sound and music cognition researcher Dr. Asteris Zacharakis for a presentation exploring how musical structures can evoke scent associations and influence fragrance perception, and whether sound could become another creative tool for perfumers.</image:caption></image:image></url><url><loc>https://www.perfumerflavorist.com/flavor/regulatory-research/news/22978347/iff-launches-ai-tool-to-turn-consumer-insights-into-food-concepts-in-minutes</loc><news:news><news:publication><news:name>Perfumer & Flavorist</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-11-12T15:08:19.000Z</news:publication_date><news:title>IFF Launches AI Tool to Turn Consumer Insights Into Food Concepts in Minutes</news:title></news:news><image:image><image:loc>https://img.perfumerflavorist.com/mindful/allured/workspaces/default/uploads/2026/11/iff-concept-muse-november-2026.ycfPmyBkfP.jpg?auto=format%252Ccompress&amp;q=70</image:loc><image:caption>The tool uses simple prompts to identify market opportunities and generate concepts complete with product narratives, visual mockups and suggested technologies.</image:caption></image:image></url><url><loc>https://www.perfumerflavorist.com/fragrance/fine-fragrance/news/22978344/us-9month-beauty-sales-top-829b-as-fragrance-skin-care-drive-growth</loc><news:news><news:publication><news:name>Perfumer & Flavorist</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-11-12T15:04:34.000Z</news:publication_date><news:title>U.S. 9-Month Beauty Sales Top $82.9B as Fragrance, Skin Care Drive Growth</news:title></news:news><image:image><image:loc>https://img.perfumerflavorist.com/mindful/allured/workspaces/default/uploads/2026/11/adobestock-2200906614.clEjkQpCdU.jpg?auto=format%252Ccompress&amp;q=70</image:loc><image:caption>Prestige fragrance sales increased 5% to $6.2 billion, led by perfume and eau de parfum.</image:caption></image:image></url><url><loc>https://www.perfumerflavorist.com/fragrance/ingredients/news/22978332/engineered-organic-frameworks-offer-tunable-fragrance-release</loc><news:news><news:publication><news:name>Perfumer & Flavorist</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-11-11T23:38:58.000Z</news:publication_date><news:title>Engineered Organic Frameworks Offer Tunable Fragrance Release</news:title></news:news><image:image><image:loc>https://img.perfumerflavorist.com/mindful/allured/workspaces/default/uploads/2026/11/pexels-karola-g-7321545.Y8A5LR1xtH.jpg?auto=format%252Ccompress&amp;q=70</image:loc><image:caption>Carrier chemistry could be matched to the molecular properties of individual fragrance ingredients to achieve specific loading and release profiles. This could support longer-lasting performance in cosmetics and personal care, while potentially improving fragrance stability and reducing rapid evaporation.</image:caption></image:image></url></urlset>