INTERPRETABLE MACHINE LEARNING ANALYSIS OF STRESS CONCENTRATION IN MAGNESIUM: AN INSIGHT BEYOND THE BLACK BOX OF PREDICTIVE MODELING

Interpretable Machine Learning Analysis of Stress Concentration in Magnesium: An Insight beyond the Black Box of Predictive Modeling

In the present work, machine learning (ML) was employed to build Utah a model, and through it, the microstructural features (parameters) affecting the stress concentration (SC) during plastic deformation of magnesium (Mg)-based materials are determined.As a descriptor for the SC, the kernel average misorientation (KAM) was used, and starting from t

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Consensus techniques

A core activity of decentralising internet projects has been participation, and with it the democratising potential of governing through consensus.This encounter between democratic ideals on Helmets one side and its integration into socio-technical projects on the other has had significant consequences for the purposes and meanings attached to cons

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Alternative splicing targeting the hTAF4-TAFH domain of TAF4 represses proliferation and accelerates chondrogenic differentiation of human mesenchymal stem cells.

Transcription factor IID (TFIID) activity can be regulated by cellular signals to specifically alter transcription of particular subsets of genes.Alternative splicing of TFIID subunits is often the result of external stimulation of DRIPPED GOLD BEESWAX CANDLE upstream signaling pathways.We studied tissue distribution and cellular expression of diff

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An Expression for Gravity Generated by an Anomalous Geological Body and Its Application in Bathymetry Inversion

The gravity anomaly and vertical gravity gradient due to anomalous geological bodies are mainly computed by numerical physical methods, so it is difficult and time-consuming to use the gravity-geological method to invert seafloor topography.This paper addresses this issue by deriving an expression for gravity generated by a cylinder based on a seri

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