English

Leveraging Large Language Models and Social Media for Automation in Scanning Probe Microscopy

Applied Physics 2024-05-27 v1 Mesoscale and Nanoscale Physics

Abstract

We present the development of an automated scanning probe microscopy (SPM) measurement system using an advanced large-scale language model (LLM). This SPM system can receive instructions via social networking services (SNS), and the integration of SNS and LLMs enables real-time, language-agnostic control of SPM operations, thereby improving accessibility and efficiency. The integration of LLMs with AI systems with specialized functions brings the realization of self-driving labs closer.

Keywords

Cite

@article{arxiv.2405.15490,
  title  = {Leveraging Large Language Models and Social Media for Automation in Scanning Probe Microscopy},
  author = {Zhuo Diao and Hayato Yamashita and Masayuki Abe},
  journal= {arXiv preprint arXiv:2405.15490},
  year   = {2024}
}