We present a mathematically well founded approach for the synthetic modeling of turbulent flows using generative adversarial networks (GAN). Based on analysis chaotic, deterministic systems in terms ergodicity, we outline mathematical proof that GAN can actually learn to sample state snapshots form invariant measure chaotic system. this analysis, study hierarchy starting with Lorenz attractor a...

Although Human–Computer Interaction research has developed various theories and frameworks for analyzing new existing interactive systems, few address the generation of novel technological solutions, technologies often lack theoretical foundations. We introduce Generative Theories , which draw insights from empirical about human behavior in order to define specific concepts actionable principle...

This paper tries to identify the creative processes of Generative Art that brings to the construction of dynamic procedures of transformation, generative algorithms, by departing from interpretative logics. This construction becomes possible through a dynamic approach to Geometry. In fact, overcoming the logic of the figures and related rules, this approach opens to the logic of the progressive...

The distortion in steganography comes from the modification or recoding on the cover image during the embedding process. The changes of the cover always leave the steganalyzer with possibility of discriminating. Therefore, we propose to use a cover to send out secret messages without any modification by training the cover image to generate the secret messages. To ensure the security of such a g...

Decoding models, such as those underlying multivariate classification algorithms, have been increasingly used to infer cognitive or clinical brain states from measures of brain activity obtained by functional magnetic resonance imaging (fMRI). The practicality of current classifiers, however, is restricted by two major challenges. First, due to the high data dimensionality and low sample size, ...

in order to study the effect of compost and salinity stress on seedling growth and generative traits of wheat (sivand cultivar) a pot experiment was conducted based on complete randomized design arranged in factorial with six replications at the research greenhouse, faculty of agriculture, mashhad branch, islamic azad university, mashhad, iran, during in cropping season 2013-2014. factors were ...

It is essential to identify and determine the properties of native plants as natural genetic resources. The present study was performed to identify the Mindium (Michauxi) laevigata species using molecular and biochemical procedures such as genomic DNA extraction, sequencing, and antioxidant capacity and protein content determination at both vegetative and generative phases in various parts of t...