A Materials Foundation Model via Hybrid Invariant-Equivariant Architectures. - Keqiang Yan; Montgomery Bohde; Andrii Kryvenko; Ziyu Xiang; Kaiji Zhao; Siya Zhu; Saagar Kolachina; Doguhan Saritürk; Jianwen Xie; Raymundo Arróyave; Xiaoning Qian; Xiaofeng Qian; et al. (CoRR, 2025)

Toward Greater Autonomy in Materials Discovery Agents: Unifying Planning, Physics, and Scientists. - Lianhao Zhou; Hongyi Ling; Keqiang Yan; Kaiji Zhao; Xiaoning Qian; Raymundo Arróyave; Xiaofeng Qian; Shuiwang Ji (CoRR, 2025)