AIonopedia: an LLM agent orchestrating multimodal learning for ionic liquid discovery. - Yuqi Yin; Yibo Fu; Siyuan Wang; Peng Sun; Hongyu Wang; Xiaohui Wang; Lei Zheng; Zhiyong Li; Zhirong Liu; Jianji Wang 005; Zhaoxi Sun (CoRR, 2025)