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    Multi-Level Bayesian Calibration of a Multi-Component Dynamic System Model 

    Source: Journal of Computing and Information Science in Engineering:;2022:;volume( 023 ):;issue: 001:;page 11006
    Author(s): Kapusuzoglu, Berkcan;Mahadevan, Sankaran;Matsumoto, Shunsaku;Miyagi, Yoshitomo;Watanabe, Daigo
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: This paper proposes a multi-level Bayesian calibration approach that fuses information from heterogeneous sources and accounts for uncertainties in modeling and measurements for time-dependent multi-component systems. The ...
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    Multi-Objective Optimization Under Uncertainty of Part Quality in Fused Filament Fabrication 

    Source: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg:;2022:;volume( 008 ):;issue: 001:;page 11112-1
    Author(s): Kapusuzoglu, Berkcan; Nath, Paromita; Sato, Matthew; Mahadevan, Sankaran; Witherell, Paul
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: This work presents a data-driven methodology for multi-objective optimization under uncertainty of process parameters in the fused filament fabrication (FFF) process. The proposed approach optimizes the process parameters ...
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    Process Optimization Under Uncertainty for Improving the Bond Quality of Polymer Filaments in Fused Filament Fabrication 

    Source: Journal of Manufacturing Science and Engineering:;2020:;volume( 143 ):;issue: 002:;page 021007-1
    Author(s): Kapusuzoglu, Berkcan; Sato, Matthew; Mahadevan, Sankaran; Witherell, Paul
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: This paper develops a computational framework to optimize the process parameters such that the bond quality between extruded polymer filaments is maximized in fused filament fabrication (FFF). A transient heat transfer ...
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