TransPolymer: a Transformer-based Language Model for Polymer Property Predictions. - Changwen Xu; Yuyang Wang 005; Amir Barati Farimani (CoRR, 2022)

Denoise Pre-training on Non-equilibrium Molecules for Accurate and Transferable Neural Potentials. - Yuyang Wang 005; Changwen Xu; Zijie Li; Amir Barati Farimani (CoRR, 2023)

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

CLOUD: A Scalable and Physics-Informed Foundation Model for Crystal Representation Learning. - Changwen Xu; Shang Zhu; Venkatasubramanian Viswanathan (CoRR, 2025)

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)