SciResearcher: Scaling Deep Research Agents for Frontier Scientific Reasoning
Published in arXiv preprint, 2026
Authors: Tianshi Zheng, Rui Wang, Xiyun Li, Kelvin Kiu-Wai Tam, Newt Hue-Nam K. Nguyen, Wei Fan, Yangqiu Song, Tianqing Fang
SciResearcher synthesizes conceptual and computational tasks grounded in academic evidence, targeting information acquisition, tool-integrated reasoning, and long-horizon problem solving for frontier biology and chemistry.
Recommended citation: Tianshi Zheng, Rui Wang, Xiyun Li, Kelvin Kiu-Wai Tam, Newt Hue-Nam K. Nguyen, Wei Fan, Yangqiu Song, Tianqing Fang (2026). "SciResearcher: Scaling Deep Research Agents for Frontier Scientific Reasoning." arXiv preprint arXiv:2605.01489.
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