OBJECTIVE To describe the design and rationale for the genetic analysis of acute and chronic cerebrovascular neuroimaging phenotypes detected on clinical MRI in patients with acute ischemic stroke (AIS) within the scope of the MRI-GENetics Interface Exploration (MRI-GENIE) study. METHODS MRI-GENIE capitalizes on the existing infrastructure of the Stroke Genetics Network (SiGN). In total, 12 i...

The tuning of parameters in climate models is essential to provide reliable long-term forecasts of Earth system behaviour. We apply a multi-objective optimization algorithm to the problem of parameter estimation in climate models. This optimization process involves the iterative evaluation of response surface models (RSMs), followed by the execution of multiple Earth system simulations. These c...

In this study, which took place current year in the city of Maragheh in IRAN. Number of high school students in the fields of study: mathematics, Experimental Sciences, humanities, vocational, business and science were studied and compared. The purpose of this research is to predict the academic major of high school students using Bayesian networks. The effective factors have been used in acade...

I'his paper describes GENIE, an object-oriented architecture that generates text with the intent of extending user expertise in interactive environments. Such environments present three interesting goals. First, to provide information within the task at hand. Second to both respond to a user's task related question and simultaneously extend their knowledge. Third, to do this in a manner that is...

The simulation of the neutrino interaction is a crucial step in chain experiment. different processes taking part scattering on nucleus require several approximations order to make possible and realize reasonable computation times. This can be realised ways, e.g. by parametrised models for energy regimes as it implemented GENIE. GiBUU generator utilises Boltzmann-Uehling-Uhlenbeck equation simu...

We identify the common underlying form of the capacity expression that is applicable to both cases where causal or non-causal side information is made available to the transmitter. Using this common form we find that the capacity with causal and non-causal side information are identical when all the transmitter side information is also made available to the receiver. A genie-aided outerbound is...

A gene's expression pattern provides clues to its role in normal physiology and disease. To provide quantitative expression levels on a genome-wide scale, the Cancer Genome Anatomy Project (CGAP) uses serial analysis of gene expression (SAGE). Over 5 million transcript tags from more than 100 human cell types have been assembled. To enhance the utility of this data, the CGAP SAGE project create...

We present a complete comparison of semi-inclusive ${\ensuremath{\nu}}_{\ensuremath{\mu}}\text{\ensuremath{-}}^{12}\mathrm{C}$ cross section measurements by T2K and $\mathrm{MINER}\ensuremath{\nu}\mathrm{A}$ collaborations with the predictions from SuSAv2-MEC model implemented in neutrino-nucleus event generator GENIE an unfactorized approach based on relativistic distorted wave impulse approxi...