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Latin Hypercube Sampling for Stochastic Finite Element Analysis
Publisher: American Society of Civil Engineers
Abstract: A Latin hypercube sampling method, including a reduction of spurious correlation in input data, is suggested for stochastic finite element analysis. This sampling procedure strongly improves the representation of stochastic ...
Load-Carrying Capacity of Damaged Steel Columns with Channel Sections
Publisher: American Society of Civil Engineers
Abstract: The influence of damage on the load-carrying capacity of thin-walled steel columns with channel sections is investigated. The axial load-carrying capacity is evaluated for different profiles, and different damage magnitudes ...
Neural Networks for Rainfall Forecasting by Atmospheric Downscaling
Publisher: American Society of Civil Engineers
Abstract: Several studies have used artificial neural networks (NNs) to estimate local or regional precipitation/rainfall on the basis of relationships with coarse-resolution atmospheric variables. None of these experiments ...
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