Large language models direct automated chemistry laboratory

AL Dias, T Rodrigues - 2023 - nature.com
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[HTML][HTML] Large language models for chemistry robotics

N Yoshikawa, M Skreta, K Darvish… - Autonomous …, 2023 - Springer
This paper proposes an approach to automate chemistry experiments using robots by
translating natural language instructions into robot-executable plans, using large language …

ORGANA: A Robotic Assistant for Automated Chemistry Experimentation and Characterization

K Darvish, M Skreta, Y Zhao, N Yoshikawa… - arXiv preprint arXiv …, 2024 - arxiv.org
Chemistry experimentation is often resource-and labor-intensive. Despite the many benefits
incurred by the integration of advanced and special-purpose lab equipment, many aspects …

[HTML][HTML] Autonomous chemical research with large language models

DA Boiko, R MacKnight, B Kline, G Gomes - Nature, 2023 - nature.com
Transformer-based large language models are making significant strides in various fields,
such as natural language processing,,,–, biology,, chemistry,–and computer programming …

[PDF][PDF] AI-driven robotic laboratories show promise

S O'Neill - Engineering, 2021 - devp-service.oss-cn-beijing.aliyuncs …
Elaborate proof-of-principle experiments in several laboratories around the world have
recently offered glimpses of a future in which high-throughput automatic laboratories guided …

[HTML][HTML] Natural language processing models that automate programming will transform chemistry research and teaching

GM Hocky, AD White - Digital discovery, 2022 - pubs.rsc.org
Natural language processing models have emerged that can generate useable software
and automate a number of programming tasks with high fidelity. These tools have yet to …

Artificial Intelligence Agents for Materials Sciences

ON Oliveira Jr, L Christino, MCF Oliveira… - Journal of Chemical …, 2023 - ACS Publications
The artificial intelligence (AI) tools based on large-language models may serve as a
demonstration that we are reaching a groundbreaking new paradigm in which machines …

LLMs can generate robotic scripts from goal-oriented instructions in biological laboratory automation

T Inagaki, A Kato, K Takahashi, H Ozaki… - arXiv preprint arXiv …, 2023 - arxiv.org
The use of laboratory automation by all researchers may substantially accelerate scientific
activities by humans, including those in the life sciences. However, computer programs to …

[HTML][HTML] Chemspyd: an open-source python interface for Chemspeed robotic chemistry and materials platforms

M Seifrid, F Strieth-Kalthoff, M Haddadnia, TC Wu… - Digital …, 2024 - pubs.rsc.org
We introduce Chemspyd, a lightweight, open-source Python package for operating the
popular laboratory robotic platforms from Chemspeed Technologies. As an add-on to the …

The dangers of using proprietary LLMs for research

É Ollion, R Shen, A Macanovic… - Nature Machine …, 2024 - nature.com
(LLMs) into the limelight. By enabling its users to query the model directly in natural
language, Chat-GPT democratized access to these models—a welcome development …