Construction Industry
The construction industry is undergoing a digital transformation driven by the need for increased efficiency, safety, and sustainability. Current research focuses on leveraging artificial intelligence, particularly large language models and deep reinforcement learning, to automate tasks, optimize designs, and improve worker training through simulations and robotic assistance. This involves developing new algorithms for knowledge graph construction, image segmentation for robotic navigation, and natural language processing for human-robot interaction. These advancements promise to significantly improve productivity and safety within the construction sector.
Papers
Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model
Yanpeng Ye, Jie Ren, Shaozhou Wang, Yuwei Wan, Haofen Wang, Imran Razzak, Tong Xie, Wenjie Zhang
The Artificial Intelligence Ontology: LLM-assisted construction of AI concept hierarchies
Marcin P. Joachimiak, Mark A. Miller, J. Harry Caufield, Ryan Ly, Nomi L. Harris, Andrew Tritt, Christopher J. Mungall, Kristofer E. Bouchard