人工智能在水工海工材料设计方面做了一些工作, 可能这个时代的学生已经被AI包围，如何用好它却不是一件容易的事情。
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Gu, Yue, et al. “Assessing the rheological properties of oyster shell-based cementitious materials with nanosilica: experimental study and machine learning modelling.” Journal of Building Engineering (2025): 113541.
Fan, Ruyan, et al. “Research progress on machine learning prediction of compressive strength of nano-modified concrete.” Applied Sciences 15.9 (2025): 4733.
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更重要的是，对这两个问题，需要更多的思考。
算法、算力和数据哪个更重要，有限资源下，如何分配？
垂直大模型和通用大模型在垂直行业的应用，哪个更有意义？