FINITE ELEMENT ANALYSIS ON TUNABLE SOLID/FLUID PHONONIC CRYSTAL FOR SURFACE ACOUSTIC WAVE BANDGAPS WITH VARIOUS FLUID HEIGHTS

Finite element analysis on tunable solid/fluid phononic crystal for surface acoustic wave bandgaps with various fluid heights

In this study, the propagations of surface acoustic waves (SAWs) in two-dimensional solid/fluid phononic crystal (PC) structures were investigated.The PC structures are composed of a periodic sequence of hollow pillars deposited on a semi-infinite substrate, which can be filled with various kinds/heights of RAF Corner Chaise fluid.Finite element an

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A Calibrated Ensemble Algorithm to Address Data Heterogeneity in Machine Learning: An Application to Identify Severe SLE Flares in Lupus Patients

Motivated to address the inconsistency between the essential i.i.d.assumption in machine learning theory and the data heterogeneity in real-world applications, we propose a novel calibrated ensemble (CE) algorithm to facilitate learning with diverse data subgroups.Unlike the traditional ensemble framework in which each learner is trained independen

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