ChatGPT Research Group for Optimizing the Crystallinity of MOFs and COFs.

ABSTRACT: We leveraged the power of ChatGPT and Bayesian optimization in the development of a multi-AI-driven system, backed by seven large language model-based assistants and equipped with machine learning algorithms, that seamlessly orchestrates a multitude of research aspects in a chemistry laboratory (termed the ChatGPT Research Group). Our approach accelerated the discovery of optimal microwave synthesis conditions, enhancing the crystallinity of MOF-321, MOF-322, and COF-323 and achieving the desired porosity and water capacity. In this system, human researchers gained assistance from these diverse AI collaborators, each with a unique role within the laboratory environment, spanning strategy planning, literature search, coding, robotic operation, labware design, safety inspection, and data ana

SUBMITTER: Zheng Z 

PROVIDER: S-EPMC10683477 | biostudies-literature | 2023 Nov

REPOSITORIES: biostudies-literature