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Physics-Informed Gaussian Processes With Localized Features for Topology Optimization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. We introduce a simultaneous and meshfree topology optimization (TO) framework based on physics-informed Gaussian processes (GPs). In our approach, we parameterize all design and state variables via GP priors which ...
Simultaneous Calibration of an Arbitrary Number of Multiresponse Computer Models
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. In an increasing number of applications, designers have access to multiple computer models that typically have different levels of fidelity and cost. Traditionally, designers calibrate these models one at a time ...
Quantifying the Impacts of Climate Change and Human Activities on Runoff in the Upper Yongding River Basin
Publisher: American Society of Civil Engineers
Abstract: AbstractDue to the impact of climate change and human activities, part of the Yongding River
has stopped flowing, and the hydrological environment is damaged. The hydrological
condition can be used to assess the ecological ...
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