IMPACT OF VARIOUS DIII-D DIAGNOSTICS ON THE ACCURACY OF NEURAL NETWORK SURROGATES FOR KINETIC EFIT RECONSTRUCTIONS

Impact of various DIII-D diagnostics on the accuracy of neural network surrogates for kinetic EFIT reconstructions

Kinetic equilibrium reconstructions make use of profile information such as particle density and temperature measurements in addition to magnetics data to compute a self-consistent equilibrium.They are used in a multitude of physics-based modeling.This work develops a multi-layer perceptron wella color charm 050 cooling violet (MLP) neural network

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Pitting strength estimate for cast iron and copper alloy materials

An attempt is made to predict berness white sneakers the pitting strength of cast iron and copper alloy materials from their compressive yield or compressive proof strength for a reliability of 99% at 107 load cycles.The compressive yield or compressive proof strength is related to the tensile strength of ductile cast iron and copper alloy material

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