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    Physics-Informed Gaussian Processes With Localized Features for Topology Optimization 

    Source: Journal of Mechanical Design:;2026:;volume( 148 ):;issue:002
    Author(s): Yousefpour, Amin; Hosseinmardi, Shirin; Sun, Xiangyu; Bostanabad, Ramin
    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 ...
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    Simultaneous Calibration of an Arbitrary Number of Multiresponse Computer Models 

    Source: Journal of Mechanical Design:;2026:;volume( 148 ):;issue:002:;page 409
    Author(s): Johnson, Tyler R.; Eweis-Labolle, Jonathan T.; Sun, Xiangyu; Bostanabad, Ramin
    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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    Quantifying the Impacts of Climate Change and Human Activities on Runoff in the Upper Yongding River Basin 

    Source: Journal of Hydrologic Engineering:;2025:;Volume ( 030 ):;issue: 002:;page 05025001-1
    Author(s): Yang, Yiyang; Cai, Siyu; Sun, Xiangyu; Wang, Hao
    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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