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 of extra-large scale screening tools for risks of severe mental illnesses using real world healthcare data
Dianbo Liu, Karmel W. Choi, Paulo Lizano, William Yuan, Kun-Hsing Yu, Jordan W. Smoller, Isaac Kohane
Combined mechanistic and machine learning method for construction of oil reservoir permeability map consistent with well test measurements
E. A. Kanin, A. A. Garipova, S. A. Boronin, V. V. Vanovsky, A. L. Vainshtein, A. A. Afanasyev, A. A. Osiptsov, E. V. Burnaev