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Data Fusion With Latent Map Gaussian Processes
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Multi-fidelity modeling and calibration are data fusion tasks that ubiquitously arise in engineering design. However, there is currently a lack of general techniques that can jointly fuse multiple data sets with varying ...
Multi-Fidelity Design of Porous Microstructures for Thermofluidic Applications
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: As modern electronic devices are increasingly miniaturized and integrated, their performance relies more heavily on effective thermal management. In this regard, two-phase cooling methods which capitalize on thin-film ...
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 ...
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