{"id":4819,"date":"2023-08-30T10:42:51","date_gmt":"2023-08-30T10:42:51","guid":{"rendered":"https:\/\/dailyai.com\/?p=4819"},"modified":"2023-08-30T10:42:51","modified_gmt":"2023-08-30T10:42:51","slug":"ai-llm-learns-chemical-language-to-develop-new-polymers","status":"publish","type":"post","link":"https:\/\/dailyai.com\/sv\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/","title":{"rendered":"AI LLM l\u00e4r sig kemiskt spr\u00e5k f\u00f6r att utveckla nya polymerer."},"content":{"rendered":"<p><strong>Forskare vid Georgia Tech har utvecklat en maskininl\u00e4rningsmodell som g\u00f6r det mycket enklare f\u00f6r materialforskare att utveckla nya polymerer.<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">Polymerer \u00e4r stora molekyler som best\u00e5r av l\u00e5nga str\u00e4ngar av kemiska byggstenar. Vi anv\u00e4nder syntetiska polymerer som nylon, polyester eller plastf\u00f6rpackningar varje dag.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Materialforskare f\u00f6rs\u00f6ker komma p\u00e5 nya s\u00e4tt att arrangera polymerer f\u00f6r att skapa material med specifika egenskaper. Om man vill ha ett material som \u00e4r l\u00e4tt, t\u00f6jbart, vattent\u00e4tt och v\u00e4rmet\u00e5ligt kan man tillverka en polymer som har alla dessa egenskaper.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Problemet \u00e4r att det \u00e4r en enorm uppgift att r\u00e4kna ut vilken kombination av kemikalier som skulle skapa en polymer med dessa egenskaper. Det finns o\u00e4ndligt m\u00e5nga kombinationer och det \u00e4r extremt sv\u00e5rt att f\u00f6ruts\u00e4ga vilka egenskaper en ny polymer kommer att ha.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Den <\/span><a href=\"https:\/\/research.gatech.edu\/revolutionary-ai-algorithm-learns-chemical-language-and-accelerates-polymer-research\"><span style=\"font-weight: 400;\">Forskare fr\u00e5n Georgia Tech<\/span><\/a><span style=\"font-weight: 400;\"> tr\u00e4nade sin LLM, kallad polyBERT, p\u00e5 ett dataset med 80 miljoner polymera kemiska strukturer. Resultatet \u00e4r en modell som f\u00f6rst\u00e5r kemikaliernas spr\u00e5k.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">P\u00e5 samma s\u00e4tt som LLM:s utbildas i ett spr\u00e5k som engelska, f\u00f6rst\u00e5r polyBERT nu grammatiken och syntaxen f\u00f6r hur kemikalier och atomer kombineras f\u00f6r att skapa polymerer.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">National Science Foundation (NSF) finansierade forskningen bakom polyBERT. Dess programdirekt\u00f6r, Debora Rodrigues, sa att forskarna \"utvecklar ett nytt verktyg f\u00f6r artificiell intelligens f\u00f6r att \u00f6vervinna utmaningen att best\u00e4mma vilka kombinationer av kemikalier som kommer att g\u00f6ra de mest effektiva polymererna.\"<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Med hj\u00e4lp av polyBERT kan materialforskare arbeta sig igenom kombinationer av kemikalier mer \u00e4n 100 g\u00e5nger snabbare \u00e4n tidigare. Resultatet av att anv\u00e4nda modellen \u00e4r ett dataset som omfattar 100 miljoner hypotetiska polymerer och deras f\u00f6ruts\u00e4gelser f\u00f6r 29 egenskaper.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Om du \u00e4r materialforskare och letar efter ett nytt material med mycket specifika egenskaper beh\u00f6ver du inte experimentera och hoppas p\u00e5 det b\u00e4sta, du kan bara konsultera den dataset som AI:n genererade.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Forskarna tr\u00e4nade polyBERT p\u00e5 polymerer, men sa att den teoretiskt sett skulle kunna anv\u00e4ndas \u00e4ven f\u00f6r annan kemisk forskning.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u00f6jligheten att skapa material som \u00e4r mer h\u00e5llbara eller energieffektiva inneb\u00e4r en omedelbar nytta i verkligheten av att till\u00e4mpa den h\u00e4r typen av artificiell intelligens.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Forskare vid Georgia Tech har utvecklat en maskininl\u00e4rningsmodell som g\u00f6r det mycket enklare f\u00f6r materialforskare att utveckla nya polymerer. Polymerer \u00e4r stora molekyler som best\u00e5r av l\u00e5nga str\u00e4ngar av kemiska byggstenar. Vi anv\u00e4nder syntetiska polymerer som nylon, polyester eller plastf\u00f6rpackningar varje dag. Materialforskare f\u00f6rs\u00f6ker komma p\u00e5 nya arrangemang av polymerer f\u00f6r att skapa material som har specifika egenskaper. Om du vill ha ett material som \u00e4r l\u00e4tt, t\u00f6jbart, vattent\u00e4tt och v\u00e4rmet\u00e5ligt kan du tillverka en polymer som har alla dessa egenskaper. Problemet \u00e4r att det \u00e4r sv\u00e5rt att r\u00e4kna ut vilken kombination av kemikalier som skulle skapa en<\/p>","protected":false},"author":6,"featured_media":4821,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[150,107,207,105],"class_list":["post-4819","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-ai-benefits","tag-generative-ai","tag-llm","tag-machine-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI LLM learns chemical language to develop new polymers. | DailyAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/sv\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/\" \/>\n<meta property=\"og:locale\" content=\"sv_SE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI LLM learns chemical language to develop new polymers. | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Researchers at Georgia Tech have developed a machine-learning model that makes it a lot easier for materials scientists to develop new polymers. Polymers are large molecules made from long strings of chemical building blocks. We use synthetic polymers like Nylon, Polyester, or plastic packaging every day. Materials scientists try to come up with new arrangements of polymers to make materials that have specific properties. If you wanted a material that was lightweight, stretchy, waterproof, and heat resistant you could make a polymer that had all those properties. The problem is that figuring out which combination of chemicals would create a\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/sv\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-30T10:42:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Materials-scientist-polymers.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"667\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Eugene van der Watt\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:site\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:label1\" content=\"Skriven av\" \/>\n\t<meta name=\"twitter:data1\" content=\"Eugene van der Watt\" \/>\n\t<meta name=\"twitter:label2\" content=\"Ber\u00e4knad l\u00e4stid\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minuter\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"NewsArticle\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/\"},\"author\":{\"name\":\"Eugene van der Watt\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/person\\\/7ce525c6d0c79838b7cc7cde96993cfa\"},\"headline\":\"AI LLM learns chemical language to develop new polymers.\",\"datePublished\":\"2023-08-30T10:42:51+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/\"},\"wordCount\":346,\"publisher\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/08\\\/Materials-scientist-polymers.jpg\",\"keywords\":[\"AI benefits\",\"Generative AI\",\"LLM\",\"machine learning\"],\"articleSection\":[\"Industry\"],\"inLanguage\":\"sv-SE\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/\",\"url\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/\",\"name\":\"AI LLM learns chemical language to develop new polymers. | DailyAI\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/08\\\/Materials-scientist-polymers.jpg\",\"datePublished\":\"2023-08-30T10:42:51+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/#breadcrumb\"},\"inLanguage\":\"sv-SE\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"sv-SE\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/#primaryimage\",\"url\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/08\\\/Materials-scientist-polymers.jpg\",\"contentUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/08\\\/Materials-scientist-polymers.jpg\",\"width\":1000,\"height\":667,\"caption\":\"Materials scientist - 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