A real-time prediction model for tunnel rock strength using geological drilling data and physics-informed neural networks

作者：Qi Zhang, Hao Liu, Liping Li, Liping Li, Yang Li, Zhihui Liu, Zizheng Sun · 发表于：Tunnelling and Underground Space Technology · 年份：2025 · DOI：10.1016/j.tust.2025.107272 · 被引用次数：42 · 研究领域：Rock Mechanics and Modeling、Tunneling and Rock Mechanics、Drilling and Well Engineering