Synergizing human expertise and AI efficiency with language model for microscopy operation and automated experiment design
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Yongtao Liu,
Marti Checa,
Rama K Vasudevan
Abstract:With the advent of large language models (LLMs), in both the open source and proprietary domains, attention is turning to how to exploit such artificial intelligence (AI) systems in assisting complex scientific tasks, such as material synthesis, characterization, analysis and discovery. Here, we explore the utility of LLMs, particularly ChatGPT4, in combination with application program interfaces (APIs) in tasks of experimental design, programming workflows, and data analysis in scanning probe microscopy, usin… Show more
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