Materials Dual-Source Knowledge Retrieval-Augmented Generation for Local Large Language Models in Photocatalysts. - Wataru Takahara; Yuichi Yamaguchi; Mai Ogano; Fuga Kakami; Yosuke Harashima; Tomoaki Takayama; Shogo Takasuka; Akihiko Kudo; Mikiya Fujii (J. Chem. Inf. Model., 2025)

LLM-guided phase diagram construction through high-throughput experimentation. - Ryo Tamura; Haruhiko Morito; Yuna Oikawa; Guillaume Deffrennes; Shoichi Matsuda; Naruki Yoshikawa; Tomoaki Takayama; Taichi Abe; Koji Tsuda; Kei Terayama (CoRR, 2026)