--- title: Scientists use generative AI to answer complex questions... description: Scientists have developed a machine-learning framework using generative AI models to map out phase diagrams for novel physical systems. Their approach is more... canonical: https://daily.dev/posts/scientists-use-generative-ai-to-answer-complex-questions-in-physics-wiyiaxvy3 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Scientists use generative AI to answer complex questions in physics | daily.dev og:description: Scientists have developed a machine-learning framework using generative AI models to map out phase diagrams for novel physical systems. Their approach is more... og:url: https://daily.dev/posts/scientists-use-generative-ai-to-answer-complex-questions-in-physics-wiyiaxvy3 og:image: https://api.daily.dev/og/posts/wiyIaXVY3.png og:image:alt: Scientists use generative AI to answer complex questions in physics og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Scientists use generative AI to answer complex questions in physics **[MIT News](https://daily.dev/sources/mit)** · 4 min read · 1 upvotes · 0 comments ## Summary Scientists have developed a machine-learning framework using generative AI models to map out phase diagrams for novel physical systems. Their approach is more efficient than manual techniques and does not require large labeled training datasets. By recognizing phase changes and detecting transitions, this technique could aid in the investigation of thermodynamic properties, detection of entanglement in quantum systems, and autonomous discovery of unknown phases of matter. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#genai](https://daily.dev/tags/genai), [#physics](https://daily.dev/tags/physics) [View this post on daily.dev](https://daily.dev/posts/scientists-use-generative-ai-to-answer-complex-questions-in-physics-wiyiaxvy3) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Scientists use generative AI to answer complex questions in physics","url":"https://daily.dev/posts/scientists-use-generative-ai-to-answer-complex-questions-in-physics-wiyiaxvy3","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/scientists-use-generative-ai-to-answer-complex-questions-in-physics-wiyiaxvy3"},"datePublished":"2024-05-16T04:10:08.128Z","dateModified":"2024-05-16T04:10:06.357Z","description":"Scientists have developed a machine-learning framework using generative AI models to map out phase diagrams for novel physical systems. 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