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Yong-Zhang Zhou

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Review Open access Aug 2026

Large language models for knowledge-centric scientific intelligence: methods, challenges, and lessons from geoscience

This review critically examines the emerging literature on geoscience-oriented LLMs (GeoLLMs), focusing on the tasks, construction strategies, evaluation needs, and unresolved challenges that distinguish them from generic LLM applications.

Jian-Hua Ma, Yong-Zhang Zhou, Luhao He et al. · 0 citations

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