Extracting structured seed-mediated gold nanorod growth procedures from scientific text with LLMs
Nicholas Walker, Sanghoon Lee, John Dagdelen, Kevin Cruse, Samuel Gleason, Alexander Dunn, Gerbrand Ceder, A. Paul Alivisatos, Kristin A. Persson, Anubhav Jain
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.
Topics & Concepts
NanorodNanotechnologyComputer scienceMaterials scienceMachine Learning in Materials ScienceGold and Silver Nanoparticles Synthesis and ApplicationsNanocluster Synthesis and Applications