p(t | x) t x x x = 0.8 = 0.5 = 0.2 Figure 7: Plot of the conditional probability densities of the target data, for various values of x, obtained by taking vertical slices through the contours in Figure 6, for x = 0:2, x = 0:5 and x = 0:8. It is clear that the Mixture Density Network is able to capture correctly the multimodal nature of the target data density function at intermediate values of ...

The colossal magnetoresistance in manganites AMnO3 is studied from the viewpoint of multicritical phenomena. To understand the complicated interplay of various phases, we study the Ginzburg-Landau theory in terms of both the mean-field approximation and the renormalization-group analysis for comparison with the observed phase diagram. Several novel features, such as the first-order ferromagneti...

BACKGROUND The question of whether training-induced left ventricular hypertrophy in athletes is a physiological rather than a pathophysiological phenomenon remains unresolved. The purpose of the present study was to detect any abnormalities in cardiac function in hypertrophic hearts of elite cyclists and to examine the response of myocardial high-energy phosphate metabolism to high workloads in...

Gas hydrate inhibitors, especially those used in offshore environments, are chemicals. These chemicals synthetic nature and pose both technical environmental risks. This study emphasizes the influence of a Plant Extract (PE) on phase behavior equilibrium structure I (SI) gas its inhibition efficiency. The PE was screened using mini flow loop. From pressure-temperature diagram, various weight pe...

In the present paper, we propose a software package developed by the authors and based on the continuous wavelet transform that allows to perform the direct and inverse continuous wavelet transform, 2C and 3C polarization analysis and filtering, modeling the dispersed and attenuated wave propagation in the timefrequency domain and optimization in signal and wavelet domains with the aim to extra...

T. Tuthill, D. Raunig, A. Hickman, B. Peterson, B. Wyman VirtualScopics, Groton, CT, United States, Pfizer, Groton, CT, United States Introduction An elevation in liver fat content (hepatic steatosis) is a common but poorly understood aspect of liver disease and drug toxicity. Investigations into the mechanisms of hepatic steatosis are hampered by the lack of a reliable and non-invasive measure...