{"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\/da\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/","title":{"rendered":"AI LLM l\u00e6rer kemisk sprog for at udvikle nye polymerer."},"content":{"rendered":"<p><strong>Forskere p\u00e5 Georgia Tech har udviklet en maskinl\u00e6ringsmodel, der g\u00f8r det meget lettere for materialeforskere at udvikle nye polymerer.<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">Polymerer er store molekyler, der er lavet af lange strenge af kemiske byggesten. Vi bruger syntetiske polymerer som nylon, polyester eller plastemballage hver dag.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Materialeforskere fors\u00f8ger at finde p\u00e5 nye sammens\u00e6tninger af polymerer for at lave materialer med specifikke egenskaber. Hvis man ville have et materiale, der var let, str\u00e6kbart, vandt\u00e6t og varmebestandigt, kunne man lave en polymer, der havde alle de egenskaber.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Problemet er, at det er en enorm opgave at finde ud af, hvilken kombination af kemikalier der vil skabe en polymer med de egenskaber. Der er uendeligt mange kombinationer, og det er ekstremt sv\u00e6rt at forudsige, hvilke egenskaber en ny polymer vil have.<\/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;\">Forskere fra Georgia Tech<\/span><\/a><span style=\"font-weight: 400;\"> har tr\u00e6net deres LLM, kaldet polyBERT, p\u00e5 et datas\u00e6t med 80 millioner kemiske polymerstrukturer. Resultatet er en model, der forst\u00e5r kemikaliernes sprog.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">P\u00e5 samme m\u00e5de som LLM'er er uddannet i et sprog som engelsk, forst\u00e5r polyBERT nu grammatikken og syntaksen i, hvordan kemikalier og atomer kombineres for at skabe polymerer.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">National Science Foundation (NSF) finansierede forskningen bag polyBERT. Programmets direkt\u00f8r, Debora Rodrigues, sagde, at forskerne \"udviklede et nyt v\u00e6rkt\u00f8j med kunstig intelligens til at overvinde udfordringen med at bestemme, hvilke kombinationer af kemikalier der vil skabe de mest effektive polymerer.\"<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ved at bruge polyBERT kan materialeforskere arbejde sig igennem kombinationer af kemikalier mere end 100 gange hurtigere end f\u00f8r. Resultatet af at bruge modellen er et datas\u00e6t med 100 millioner hypotetiske polymerer og deres forudsigelser for 29 egenskaber.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Hvis du er materialeforsker og leder efter et nyt materiale med meget specifikke egenskaber, beh\u00f8ver du ikke at eksperimentere og h\u00e5be p\u00e5 det bedste, du kan bare konsultere det datas\u00e6t, som AI'en har genereret.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Mens forskerne tr\u00e6nede polyBERT i polymerer, sagde de, at den teoretisk set ogs\u00e5 kunne bruges til anden kemisk forskning.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Potentialet for at skabe materialer, der er mere b\u00e6redygtige eller energieffektive, er en umiddelbar fordel i den virkelige verden ved at anvende denne form for kunstig intelligens.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Forskere p\u00e5 Georgia Tech har udviklet en maskinl\u00e6ringsmodel, der g\u00f8r det meget lettere for materialeforskere at udvikle nye polymerer. Polymerer er store molekyler, der er lavet af lange strenge af kemiske byggesten. Vi bruger syntetiske polymerer som nylon, polyester eller plastemballage hver dag. Materialeforskere fors\u00f8ger at finde p\u00e5 nye sammens\u00e6tninger af polymerer for at fremstille materialer med specifikke egenskaber. Hvis man vil have et materiale, der er let, str\u00e6kbart, vandt\u00e6t og varmebestandigt, kan man lave en polymer, der har alle disse egenskaber. Problemet er, at det er sv\u00e6rt at finde ud af, hvilken kombination af kemikalier der vil skabe 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\/da\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/\" \/>\n<meta property=\"og:locale\" content=\"da_DK\" \/>\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\/da\/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=\"Skrevet af\" \/>\n\t<meta name=\"twitter:data1\" content=\"Eugene van der Watt\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimeret l\u00e6setid\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutter\" \/>\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\":\"da-DK\"},{\"@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\":\"da-DK\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"da-DK\",\"@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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