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Integrating Least Square Support Vector Regression and Mode Pursuing Sampling Optimization for Crashworthiness Design
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Many metamodeling techniques have been developed in the past two decades to reduce the computational cost of design evaluation. With the increasing scale and complexity of engineering problems, ...
Ultraviolet Aging Behavior of Asphalt Based on Principal Component Analysis and the Least-Squares Method
Publisher: American Society of Civil Engineers
Abstract: To evaluate the significance of macro/microproperties of asphalt in the ultraviolet aging process and use their correlation to judge the residual engineering properties. The A-70 matrix asphalt and styrene-butadiene-styrene ...
Study on the Short-Term Aging Behavior of Asphalt Based on PCA and LSM Analysis
Publisher: ASCE
Abstract: To compare the aging behavior of asphalt before and after short-term aging, the rolling thin-film oven test (RTFOT) was used to conduct short-term aging experiments involving an A-70 matrix asphalt and styrene-butadiene-styrene ...
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