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Anthropic 科学博客:AI 如何开始改变科学建模

New on our Science Blog: How AI is beginning to change scientific modeling. Scientific models help researchers explain and predict real-world systems—like how a single nerve cell fires, or what happens when neutron stars collide. Recent advances have transformed how scientists fit complex models to data. But scientists still typically write the models manually, and usually need to weigh up several competing versions, each of which might explain the data in a different way. In a guest post, Jakob Macke, Daniel Gedon, and Stefan Wahl describe how AI is starting to help with these parts of the process. By writing, running, fitting, and revising scientific models as code, AI can explore many possible model structures, and find out which explanations the data support. https://t.co/qsFJG76FDw

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Anthropic 科学博客发文探讨 AI 如何开始改变科学建模。科学家目前仍主要手工编写模型,并需在多个可能解释数据的竞争版本间权衡;AI 通过以代码形式编写、运行、拟合和修订科学模型,可探索多种可能的模型结构,并找出数据支持的解释。该文为 Jakob Macke、Daniel Gedon 和 Stefan Wahl 的客座文章。

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