{"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\/de\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/","title":{"rendered":"AI LLM lernt die chemische Sprache, um neue Polymere zu entwickeln."},"content":{"rendered":"<p><strong>Forscher an der Georgia Tech haben ein maschinelles Lernmodell entwickelt, das Materialwissenschaftlern die Entwicklung neuer Polymere erheblich erleichtert.<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">Polymere sind gro\u00dfe Molek\u00fcle, die aus langen Reihen von chemischen Bausteinen bestehen. Wir verwenden jeden Tag synthetische Polymere wie Nylon, Polyester oder Kunststoffverpackungen.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Materialwissenschaftler versuchen, neue Anordnungen von Polymeren zu finden, um Materialien mit bestimmten Eigenschaften herzustellen. Wenn man ein Material wollte, das leicht, dehnbar, wasserdicht und hitzebest\u00e4ndig ist, k\u00f6nnte man ein Polymer herstellen, das all diese Eigenschaften hat.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Das Problem ist, dass es ein riesiges Unterfangen ist, herauszufinden, welche Kombination von Chemikalien ein Polymer mit diesen Eigenschaften ergeben w\u00fcrde. Es gibt unendlich viele Kombinationen, und es ist extrem schwierig, vorherzusagen, welche Eigenschaften ein neues Polymer haben wird.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Die <\/span><a href=\"https:\/\/research.gatech.edu\/revolutionary-ai-algorithm-learns-chemical-language-and-accelerates-polymer-research\"><span style=\"font-weight: 400;\">Forscher der Georgia Tech<\/span><\/a><span style=\"font-weight: 400;\"> trainierten ihr LLM, genannt polyBERT, auf einem Datensatz von 80 Millionen chemischen Polymerstrukturen. Das Ergebnis ist ein Modell, das die Sprache der Chemikalien versteht.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Genauso wie LLMs in einer Sprache wie Englisch ausgebildet werden, versteht polyBERT nun die Grammatik und Syntax, wie sich Chemikalien und Atome verbinden, um Polymere zu bilden.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Die National Science Foundation (NSF) finanzierte die Forschung hinter polyBERT. Deren Programmdirektorin, Debora Rodrigues, sagte, die Forscher entwickelten \"ein neues Werkzeug der k\u00fcnstlichen Intelligenz, um die Herausforderung zu meistern, zu bestimmen, welche Kombinationen von Chemikalien die effektivsten Polymere ergeben\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Durch den Einsatz von polyBERT k\u00f6nnen Materialwissenschaftler Kombinationen von Chemikalien mehr als 100 Mal schneller als bisher durcharbeiten. Das Ergebnis der Verwendung des Modells ist ein Datensatz mit 100 Millionen hypothetischen Polymeren und ihren Vorhersagen f\u00fcr 29 Eigenschaften.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Wenn Sie als Materialwissenschaftler auf der Suche nach einem neuen Material mit ganz bestimmten Eigenschaften sind, brauchen Sie nicht zu experimentieren und auf das Beste zu hoffen, sondern Sie k\u00f6nnen einfach den von der KI generierten Datensatz konsultieren.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Die Forscher haben polyBERT zwar auf Polymere trainiert, aber sie sagten, dass es theoretisch auch f\u00fcr andere chemische Forschungen verwendet werden k\u00f6nnte.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Die M\u00f6glichkeit, Materialien zu entwickeln, die nachhaltiger oder energieeffizienter sind, stellt einen unmittelbaren realen Nutzen der Anwendung dieser Art von k\u00fcnstlicher Intelligenz dar.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Forscher an der Georgia Tech haben ein Modell des maschinellen Lernens entwickelt, das Materialwissenschaftlern die Entwicklung neuer Polymere erheblich erleichtert. Polymere sind gro\u00dfe Molek\u00fcle, die aus langen Reihen von chemischen Bausteinen bestehen. Wir verwenden jeden Tag synthetische Polymere wie Nylon, Polyester oder Kunststoffverpackungen. Materialwissenschaftler versuchen, neue Anordnungen von Polymeren zu finden, um Materialien mit bestimmten Eigenschaften herzustellen. Wenn man ein leichtes, dehnbares, wasserdichtes und hitzebest\u00e4ndiges Material sucht, kann man ein Polymer mit all diesen Eigenschaften herstellen. Das Problem ist, dass man herausfinden muss, welche Kombination von Chemikalien ein<\/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 v27.5 - 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\/de\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\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\/de\/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=\"Verfasst von\" \/>\n\t<meta name=\"twitter:data1\" content=\"Eugene van der Watt\" \/>\n\t<meta name=\"twitter:label2\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data2\" content=\"2\u00a0Minuten\" \/>\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\":\"de\"},{\"@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\":\"de\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@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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