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Full-Text Articles in Civil Engineering
Application Of Machine Learning In Flood Depth Prediction, Armando Esquivel
Application Of Machine Learning In Flood Depth Prediction, Armando Esquivel
Open Access Theses & Dissertations
Machine learning technologies have helped provide answers for problems with a high degree of complexity. Machine learning has been utilized by various disciplines within the Civil Engineering profession and has proven to be efficient in solving complex problems. Although machine learning is being used in the Civil Engineering profession, a formal framework on developing and integrating machine learning has not been developed for flood depth prediction. The proposed word uses machine learning to predict the depth of flood at Houston, TX, due to a 100-year 24-hour storm. The proposed work can be used to collect, store and analyze data to …
Digital Twin Technology Applications For Transportation Infrastructure - A Survey-Based Study, Hector Cruz
Digital Twin Technology Applications For Transportation Infrastructure - A Survey-Based Study, Hector Cruz
Open Access Theses & Dissertations
In the past couple of decades, various industries have taken advantage of emerging advanced technologies, such as digital twin (DT), to find more effective solutions in their respective areas. In the transportation infrastructure sector, the concept and implementation of DT technologies are slowly gaining traction but lagging behind other major industries. To better understand the limitations, opportunities and challenges for the adoption of DT in this sector, a survey questionnaire was distributed to collect information from industry professionals involved in transportation infrastructure projects. The purpose of this study is to understand how DT technology is being perceived by the industry. …