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Hybrid Entropy–Uncertainty Data Acquisition for Global Metamodeling
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. An adaptive sampling acquisition criterion is developed to improve global surrogate model accuracy for computationally expensive engineering simulations using Gaussian process (GP) regression. The proposed approach ...
Uncertainty Quantification of Additively Manufactured Architected Cellular Materials for Energy Absorption Applications
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: With advances in additive manufacturing (AM), the technology has significantly increased the applications in a wide range of industrial sectors. For example, stereolithography (SLA) has become a promising candidate for the ...
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