Flexible, Model-Agnostic Method for Materials Data Extraction from Text Using General Purpose Language Models. - Maciej P. Polak; Shrey Modi; Anna Latosinska; Jinming Zhang; Ching-Wen Wang; Shanonan Wang; Ayan Deep Hazra; Dane Morgan (CoRR, 2023)

Extracting Accurate Materials Data from Research Papers with Conversational Language Models and Prompt Engineering - Example of ChatGPT. - Maciej P. Polak; Dane Morgan (CoRR, 2023)

Regression with Large Language Models for Materials and Molecular Property Prediction. - Ryan Jacobs; Maciej P. Polak; Lane E. Schultz; Hamed Mahdavi; Vasant G. Honavar; Dane Morgan (CoRR, 2024)

Beyond designer's knowledge: Generating materials design hypotheses via large language models. - Quanliang Liu; Maciej P. Polak; So Yeon Kim; MD Al Amin Shuvo; Hrishikesh Shridhar Deodhar; Jeongsoo Han; Dane Morgan; Hyunseok Oh (CoRR, 2024)

Leveraging Vision Capabilities of Multimodal LLMs for Automated Data Extraction from Plots. - Maciej P. Polak; Dane Morgan (CoRR, 2025)