… of the applications of deep learning techniques within the … on a construction project and also
facilitate early project … workers will enable project managers to quickly identify which of their …

… is mainly used when applying deep learning in construction, whereas other data … Project
Managers identify the causes and effects of accidents or specific patterns occurring in the project…

… ), the application of ANN in the general civil engineering field (Huang et al. 2019; Kapliński
et al. 2016), the meta-analysis of ANN application in geotechnical engineering (Moayedi et al…

… SHM and structural maintenance and management (SMM). One … of deep learning, the
applications of deep learning-based … and engineers of computer science, civil engineering, etc., to …

… ; construction management, progress monitoring and safety; smart operation, building
management … keywords with the terms machine learning, deep learning and artificial intelligence. …

… This work focuses on a systematic review on the state-of-the-art application of ML, DL and
OA … mainly the supervised learning, unsupervised learning, deep learning and optimization …

… advancements in chip and sensor technology have enabled the use of Machine Learning
(ML) techniques in engineering applications. While ML is the science of developing intelligent …

… Due to the remarkable growth of AI applications in civil engineering, some reviews about this
… research interests gradually turn to machine learning and deep learning at a higher level of …

… as a problem that site management have to regularly police, … In construction, databases
for training deep learning models … not been created and made available for use. Thus, for the …

… damage and deficiencies in civil engineering structures. With the … of aging civil infrastructure
assets, such applications will … maintenance and repair works for facility managers. Several …