A review of large language models and autonomous agents in chemistry
Large language models (LLMs) have emerged as powerful tools in chemistry, significantly
impacting molecule design, property prediction, and synthesis optimization. This review …
impacting molecule design, property prediction, and synthesis optimization. This review …
Leveraging AI to improve evidence synthesis in conservation
Systematic evidence syntheses (systematic reviews and maps) summarize knowledge and
are used to support decisions and policies in a variety of applied fields, from medicine and …
are used to support decisions and policies in a variety of applied fields, from medicine and …
ProtoCode: Leveraging large language models (LLMs) for automated generation of machine-readable PCR protocols from scientific publications
S Jiang, D Evans-Yamamoto, D Bersenev… - SLAS technology, 2024 - Elsevier
Protocol standardization and sharing are crucial for reproducibility in life sciences. In spite of
numerous efforts for standardized protocol description, adherence to these standards in …
numerous efforts for standardized protocol description, adherence to these standards in …
RAG-Enhanced Collaborative LLM Agents for Drug Discovery
Recent advances in large language models (LLMs) have shown great potential to
accelerate drug discovery. However, the specialized nature of biochemical data often …
accelerate drug discovery. However, the specialized nature of biochemical data often …
Hierarchically Encapsulated Representation for Protocol Design in Self-Driving Labs
Self-driving laboratories have begun to replace human experimenters in performing single
experimental skills or predetermined experimental protocols. However, as the pace of idea …
experimental skills or predetermined experimental protocols. However, as the pace of idea …
[PDF][PDF] Self-Adaptive Toolchains: Evolving Multi-Tool Learning in Language Models for Planning
S Deng, M Wang, E Brown, D Williams - researchgate.net
Large language models (LLMs) have demonstrated remarkable potential in handling a wide
variety of tasks, yet the escalating complexity of these tasks demands more advanced …
variety of tasks, yet the escalating complexity of these tasks demands more advanced …
생명과학 분야의 실험 프로토콜 생성을 위한 대규모 언어 모델 활용 프롬프트 전략 연구
문지원, 송주영, 김현이, 오민석, 이원희… - 한국정보과학회 학술발표 …, 2024 - dbpia.co.kr
요 약자연어처리 기술은 최근 비약적으로 발전하였으며, 생명과학 분야에서도 대규모 언어
모델을 활용하여실험 프로토콜 문서를 자동 생성하는 연구가 등장하였다. 본 연구는 생명과학 …
모델을 활용하여실험 프로토콜 문서를 자동 생성하는 연구가 등장하였다. 본 연구는 생명과학 …