11 citations · 13 across the 4 of their papers we have counts for
3 papers · 1 filter
Quokka: An Open-source Large Language Model ChatBot for Material Science
Xianjun Yang, Stephen D. Wilson, Linda Petzold
This paper presents the development of a specialized chatbot for materials science, leveraging the Llama-2 language model, and continuing pre-training on the expansive research art…
MatKB: Semantic Search for Polycrystalline Materials Synthesis Procedures
Xianjun Yang, Stephen Wilson, Linda Petzold
In this paper, we present a novel approach to knowledge extraction and retrieval using Natural Language Processing (NLP) techniques for material science. Our goal is to automatical…
PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text
Xianjun Yang, Ya Zhuo, Julia Zuo +3
Scientific action graphs extraction from materials synthesis procedures is important for reproducible research, machine automation, and material prediction. But the lack of annotat…