Active Learning for Conditional Inverse Design with Crystal Generation and Foundation Atomic Models. - Zhuoyuan Li; Siyu Liu; Beilin Ye; David J. Srolovitz; Tongqi Wen (CoRR, 2025)

Inverse Materials Design by Large Language Model-Assisted Generative Framework. - Yun Hao; Che Fan; Beilin Ye; Wenhao Lu; Zhen Lu; Peilin Zhao; Zhifeng Gao; Qingyao Wu; Yanhui Liu; Tongqi Wen (CoRR, 2025)

MatTools: Benchmarking Large Language Models for Materials Science Tools. - Siyu Liu; Jiamin Xu; Beilin Ye; Bo Hu; David J. Srolovitz; Tongqi Wen (CoRR, 2025)