Extracting structured seed-mediated gold nanorod growth procedures from scientific text with LLMs-Reference-Cited by-同舟云学术

Extracting structured seed-mediated gold nanorod growth procedures from scientific text with LLMs

Published:2023 Issue:6 Volume:2 Page:1768-1782
ISSN:2635-098X
Container-title:Digital Discovery
language:en
Short-container-title:Digital Discovery

Author:

Walker Nicholas¹^ORCID,Lee Sanghoon¹²,Dagdelen John¹²,Cruse Kevin³²,Gleason Samuel¹⁴,Dunn Alexander¹²^ORCID,Ceder Gerbrand³²,Alivisatos A. Paul³²⁴⁵,Persson Kristin A.⁶²⁵^ORCID,Jain Anubhav¹

Affiliation:

1. Energy Technologies Area, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA, USA

2. Department of Materials Science and Engineering, University of California Berkeley, 210 Hearst Memorial Mining Building, Berkeley, CA, USA

3. Materials Sciences Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA, USA

4. Department of Chemistry, University of California Berkeley, 419 Latimer Hall, Berkeley, CA, USA

5. Kavli Energy NanoScience Institute, University of California Berkeley, 101C Campbell Hall, Berkeley, CA, USA

6. Molecular Foundry, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA, USA

Abstract

The synthesis of gold nanorods remains largely heuristically understood. Large language models provide a route for extracting their structured synthesis procedures from scientific articles to accelerate investigation into synthesis pathways.

Funder

U.S. Department of Energy

Toyota Research Institute, North America

Publisher

Royal Society of Chemistry (RSC)

Link

http://pubs.rsc.org/en/content/articlepdf/2023/DD/D3DD00019B

Reference88 articles.

1. S.Mohan Bhagyaraj and O. S.Oluwafemi , Synthesis of Inorganic Nanomaterials , Woodhead Publishing , 2018 , pp. 1–18

2. Distinguishing Genuine Imperial Qing Dynasty Porcelain from Ancient Replicas by On-Site Non-Invasive XRF and Raman Spectroscopy

3. S.Szunerits and R.Boukherroub , Encyclopedia of Interfacial Chemistry , Elsevier , Oxford , 2018 , pp. 500–510

4. The Quest for Shape Control: A History of Gold Nanorod Synthesis

5. Understanding the Seed-Mediated Growth of Gold Nanorods through a Fractional Factorial Design of Experiments

Cited by 6 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Versatile Deep Learning Pipeline for Transferable Chemical Data Extraction;Journal of Chemical Information and Modeling;2024-07-15

2. Machine learning for analyses and automation of structural characterization of polymer materials;Progress in Polymer Science;2024-06

3. Accelerating materials language processing with large language models;Communications Materials;2024-02-15

4. Extracting structured data from organic synthesis procedures using a fine-tuned large language model;Digital Discovery;2024

5. Automated extraction of synthesis parameters of pulsed laser-deposited materials from scientific literature;Digital Discovery;2024