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Open access 2026

Bohrium + SciMaster: Building the infrastructure and ecosystem for agentic science at scale

AI agents are emerging as a practical way to run multi-step scientific workflows that interleave reasoning, tool use, and verification. Scaling such agentic science remains difficult because workflows are hard to observe and reproduce, many scientific tools and laboratory systems are not agent-ready, and execution trac...

Lin-Feng Zhang, Si-Heng Chen, Yu-Zhu Cai et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Large Knowledge Model: A Knowledge Foundation for Agentic Science at Scale

Agentic science envisions many autonomous agents investigating concurrently while building on a shared, evolving body of scientific knowledge. This requires a knowledge foundation that supports high-concurrency access, preserves traceable and reusable reasoning, and grows incrementally. We propose the Large Knowledge M...

Yuan Huang, Si-Han Hu, Hong-Yu Gu et al. · 0 citations

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