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Simulation of Climate Change Impacts on Streamflow in the Bosten Lake Basin Using an Artificial Neural Network Model
Publisher: American Society of Civil Engineers
Abstract: Impacts of climate change on water resource in the Bosten Lake basin in the south slope of the Tianshan Mountains in Xinjiang, China, were evaluated using an artificial neural network model. The model was trained using the ...
A Sequential Sampling Approach for Multi-Fidelity Surrogate Modeling-Based Robust Design Optimization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Multi-fidelity surrogate modeling has been extensively used in engineering design to achieve a balance between computational efficiency and prediction accuracy. Sequential sampling strategies have been investigated to ...
Cloud Radiative Effects on MJO Development in DYNAMO
Publisher: American Meteorological Society
Abstract: Observed Madden–Julian oscillation (MJO) events are examined with the aid of regional model simulations to understand the role of cloud radiative effects in the MJO development. The importance of this role is demonstrated ...
Mechanical Properties of Steel-FRP Composite Bar under Uniaxial and Cyclic Tensile Loads
Publisher: American Society of Civil Engineers
Abstract: This paper introduces a newly developed steel-fiber-reinforced polymer (FRP) composite bar (SFCB) and proposes the ideal configuration based on a large number of exploratory tests on handmade products. Based on factory ...
A Hybrid Experimental Model of a Solid Oxide Fuel Cell Stack
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: A multivariable hybrid experimental model of a solid oxide fuel cell stack is developed in this paper. The model consists of an improved radial basis function (RBF) neural network model and ...