Materials Informatics Transformer: A Language Model for Interpretable Materials Properties Prediction. - Hongshuo Huang; Rishikesh Magar; Changwen Xu; Amir Barati Farimani (CoRR, 2023)

AlloyBERT: Alloy Property Prediction with Large Language Models. - Akshat Chaudhari; Chakradhar Guntuboina; Hongshuo Huang; Amir Barati Farimani (CoRR, 2024)

Pretraining Strategies for Structure Agnostic Material Property Prediction. - Hongshuo Huang; Rishikesh Magar; Amir Barati Farimani (J. Chem. Inf. Model., 2024)

DREAMS: Density Functional Theory Based Research Engine for Agentic Materials Simulation. - Ziqi Wang; Hongshuo Huang; Hancheng Zhao; Changwen Xu; Shang Zhu; Jan Janssen; Venkatasubramanian Viswanathan (CoRR, 2025)