Civil & Environmental Engineering
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USING DEEP GENERATIVE MACHINE LEARNING METHODS TO GENERATE SYNTHETIC POPULATION
(2022)Population synthesis is an important area of research aiming at generating synthetic data about households and individuals that would be representative of real large populations. Scholars in different fields have worked ... -
ANALYZING BID PRICES QUANTITATIVELY AND PROTEST DECISIONS QUALITATIVELY TO REDUCE PROJECT-RELATED DISPUTES IN ADVANCE
(2022)Parties to a construction contract can consume significant resources in dealing with project-related disputes. Therefore, it is advantageous for project stakeholders to identify potential issues earlier to avoid such ... -
NUTRIENT MOVEMENT IN A VEGETATED COMPOST BLANKET AMENDING A VEGETATED FILTER STRIP ON A HIGHWAY SLOPE
(2022)Excess stormwater runoff caused by rapid urbanization and exacerbated by climate change generates many challenges for public safety and the environment. Large runoff volumes contribute to flooding and pollutants in stormwater ... -
ANALYSIS OF THREE DIFFERENT MACHINE LEARNING ALGORITHMS FOR SWE ESTIMATION OVER WESTERN COLORADO USING SPACE-BASED PASSIVE MICROWAVE RADIOMETRY
(2022)This study compares the performance of three different machine learning algorithms used for snow water equivalent (SWE) estimation. Inputs to these algorithms include passive microwave (PMW) brightness temperature (Tb) ... -
AUTOMATED MONITORING OF CONCRETE PLACEMENT AND VIBRATION PRACTICES FOR REAL-TIME QUALITY CONTROL
(2022)Inappropriate concrete placement and vibration practices cause quality problems such as honeycombs and cold joints, and they can lead construction projects to delays, cost overruns, and disputes. However, many projects ...