Mingchen Liu
Mingchen Liu
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Protocol design
Hierarchically Encapsulated Representation for Protocol Design in Self-Driving Labs
We propose a multi-faceted, multi-scale representation of experimental knowledge using Domain-Specific Languages, coupled with a data-driven algorithm, to enhance protocol design in scientific research by integrating Large Language Models and automating the customization of experimental protocols for specific domains.
Yu-Zhe Shi
,
Mingchen Liu
,
Fanxu Meng
,
Qiao Xu
,
Zhangqian Bi
,
Kun He
,
Lecheng Ruan
,
Qining Wang
PDF
Cite
Hierarchically Encapsulated Representation for Protocol Design in Self-Driving Labs
We propose a multi-faceted, multi-scale representation of experimental knowledge using Domain-Specific Languages, coupled with a data-driven algorithm, to enhance protocol design in scientific research by integrating Large Language Models and automating the customization of experimental protocols for specific domains.
Yu-Zhe Shi
,
Mingchen Liu
,
Fanxu Meng
,
Qiao Xu
,
Zhangqian Bi
,
Kun He
,
Lecheng Ruan
,
Qining Wang
PDF
Cite
Cite
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