Changwen Xu

According to our database, Changwen Xu authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, July, 2025

CLOUD: A Scalable and Physics-Informed Foundation Model for Crystal Representation Learning.

Changwen Xu, Shang Zhu, Venkatasubramanian Viswanathan

CoRR, June, 2025

2023

Materials Informatics Transformer: A Language Model for Interpretable Materials Properties Prediction.

Hongshuo Huang, Rishikesh Magar, Changwen Xu, Amir Barati Farimani

CoRR, 2023

Denoise Pre-training on Non-equilibrium Molecules for Accurate and Transferable Neural Potentials.

Yuyang Wang, Changwen Xu, Zijie Li, Amir Barati Farimani

CoRR, 2023

2022

TransPolymer: a Transformer-based Language Model for Polymer Property Predictions.

Changwen Xu, Yuyang Wang, Amir Barati Farimani

CoRR, 2022