In November 2025, a team from the UNSAT Lab at Hunan University won First Prize in the China Postgraduate Intelligent Construction Innovation Competition with the project Large Language Model-Based Agent for Risk Prevention and Control in Shield Tunneling.

Participants at the China Postgraduate Intelligent Construction Innovation Competition

First Prize award ceremony

Team members at the award ceremony

First Prize certificate