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Hybrid Hydrological Data-Driven Approach for Daily Streamflow Forecasting
Publisher: ASCE
Abstract: Hydrological forecasting is key for water resources allocation and flood risk management. Although a number of advanced hydrological forecasting methods have been developed in the past, daily (or subdaily) forecasting ...
Probabilistic Resilience-Guided Infrastructure Risk Management
Publisher: ASCE
Abstract: The increased frequency and magnitude of natural and anthropogenic hazard events that affected infrastructure systems over the past two decades have highlighted the need for more effective risk management strategies. Such ...
Machine Learning Algorithms for Construction Projects Delay Risk Prediction
Publisher: ASCE
Abstract: Projects delays are among the most pressing challenges faced by the construction sector attributed to the sector’s complexity and its inherent delay risk sources’ interdependence. Machine learning offers an ideal set of ...