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Prediction of Nanofiltration and Reverse-Osmosis-Membrane Rejection of Organic Compounds Using Random Forest Model
Publisher: ASCE
Abstract: Data-driven membrane prediction models including multiple linear regression and neural network have been widely applied to analyze reveal rejection interactions between various compounds and membranes. While the random ...
Spatial Equality and Equity for Effective Emergency Water Distribution System: Points of Distribution
Publisher: ASCE
Abstract: In recent years, there have been multiple incidents of drinking water contamination reported in major US cities. A critical part of the response to such an emergency is the distribution of bottled water to affected residents ...
Building Classification Using Random Forest to Develop a Geodatabase for Probabilistic Hazard Information
Publisher: ASCE
Abstract: To understand the community risk from severe weather threats, two components, including weather information and community assets, are crucial. Recently, probabilistic hazard information (PHI) from the National Oceanic and ...
An Agent-Based Modeling Approach to Protective Action Decision-Related Travel during Tornado Warnings
Publisher: ASCE
Abstract: Tornadoes represent a significant threat to life and property and tend to evoke protective action in most people. Studies have suggested that many people travel to the nearest storm shelter or flee the area, rather than ...
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