{"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\/it\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/","title":{"rendered":"L'intelligenza artificiale apprende il linguaggio chimico per sviluppare nuovi polimeri."},"content":{"rendered":"<p><strong>I ricercatori del Georgia Tech hanno sviluppato un modello di apprendimento automatico che rende molto pi\u00f9 facile per gli scienziati dei materiali sviluppare nuovi polimeri.<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">I polimeri sono grandi molecole costituite da lunghe stringhe di blocchi chimici. Ogni giorno utilizziamo polimeri sintetici come il nylon, il poliestere o gli imballaggi in plastica.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Gli scienziati dei materiali cercano di trovare nuove disposizioni dei polimeri per creare materiali con propriet\u00e0 specifiche. Se si volesse un materiale leggero, elastico, impermeabile e resistente al calore, si potrebbe creare un polimero che abbia tutte queste propriet\u00e0.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Il problema \u00e8 che capire quale combinazione di sostanze chimiche possa creare un polimero con queste propriet\u00e0 \u00e8 un'impresa enorme. Le combinazioni sono infinite ed \u00e8 estremamente difficile prevedere quali propriet\u00e0 avr\u00e0 un nuovo polimero.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Il <\/span><a href=\"https:\/\/research.gatech.edu\/revolutionary-ai-algorithm-learns-chemical-language-and-accelerates-polymer-research\"><span style=\"font-weight: 400;\">Ricercatori del Georgia Tech<\/span><\/a><span style=\"font-weight: 400;\"> hanno addestrato il loro LLM, chiamato polyBERT, su un set di dati di 80 milioni di strutture chimiche di polimeri. Il risultato \u00e8 un modello che comprende il linguaggio delle sostanze chimiche.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Allo stesso modo in cui i LLM sono addestrati in una lingua come l'inglese, polyBERT ora comprende la grammatica e la sintassi di come le sostanze chimiche e gli atomi si combinano per creare i polimeri.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">La National Science Foundation (NSF) ha finanziato la ricerca alla base di polyBERT. Il direttore del programma, Debora Rodrigues, ha dichiarato che i ricercatori stanno \"sviluppando un nuovo strumento di intelligenza artificiale per superare la sfida di determinare quali combinazioni di sostanze chimiche producono i polimeri pi\u00f9 efficaci\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Utilizzando polyBERT, gli scienziati dei materiali possono lavorare su combinazioni di sostanze chimiche pi\u00f9 di 100 volte pi\u00f9 velocemente rispetto al passato. Il risultato dell'utilizzo del modello \u00e8 un set di dati che comprende 100 milioni di polimeri ipotetici e le relative previsioni per 29 propriet\u00e0.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Se siete uno scienziato dei materiali alla ricerca di un nuovo materiale con propriet\u00e0 molto specifiche, non avete bisogno di fare esperimenti e sperare nel meglio, potete semplicemente consultare il set di dati generato dall'IA.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pur avendo addestrato polyBERT sui polimeri, i ricercatori hanno detto che in teoria potrebbe essere utilizzato anche per altre ricerche chimiche.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">La possibilit\u00e0 di creare materiali pi\u00f9 sostenibili o pi\u00f9 efficienti dal punto di vista energetico rappresenta un vantaggio immediato nel mondo reale derivante dall'applicazione di questo tipo di intelligenza artificiale.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>I ricercatori del Georgia Tech hanno sviluppato un modello di apprendimento automatico che rende molto pi\u00f9 facile per gli scienziati dei materiali sviluppare nuovi polimeri. I polimeri sono grandi molecole costituite da lunghe stringhe di blocchi chimici. Ogni giorno utilizziamo polimeri sintetici come il nylon, il poliestere o gli imballaggi in plastica. Gli scienziati dei materiali cercano di trovare nuove disposizioni dei polimeri per creare materiali con propriet\u00e0 specifiche. Se si vuole un materiale leggero, elastico, impermeabile e resistente al calore, si pu\u00f2 creare un polimero che abbia tutte queste propriet\u00e0. Il problema \u00e8 che capire quale combinazione di sostanze chimiche possa creare un polimero<\/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\/it\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\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\/it\/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=\"Scritto da\" \/>\n\t<meta name=\"twitter:data1\" content=\"Eugene van der Watt\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tempo di lettura stimato\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minuti\" \/>\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\":\"it-IT\"},{\"@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\":\"it-IT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"it-IT\",\"@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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