agentic data exploration 1large language models 1monte carlo tree search 1scientific data repositories 1tool use 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.AI2026
SciDataSailor: Deep Scientific Data Exploring
Jiyong Rao, Yicheng Qiu, Chi Zhang +2
The paper introduces SciDataSailor, a framework that enables large language model agents to navigate, interpret, and analyze hierarchical scientific data repositories using tool‑us…
cs.DB2026
SciDataCopilot: An Agentic Data Preparation Framework for AGI-driven Scientific Discovery
Jiyong Rao, Yicheng Qiu, Jiahui Zhang +29
The current landscape of AI for Science (AI4S) is predominantly anchored in large-scale textual corpora, where generative AI systems excel at hypothesis generation, literature sear…