A decreasing trend in MSE values over iterations is generally expected as the network learns from the data.
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A supervised learning-assisted multi-scale study for thermal and mechanical behavior of porous Silica.
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The sentences
When comparing the Poisson's ratio of the Silica matrix to the critical value characteristic of porous materials with spherical or ellipsoidal-shaped voids, an increasing trend of Poisson's ratio at higher porosity should be anticipated, deviating from the matrix Poisson's ratio.