Data-driven methods for battery lifetime prediction are attracting increasing attention applications in which the degradation mechanisms poorly understood and suitable training sets available. However, while advanced machine learning deep promise high performance with minimal data preprocessing, simpler linear models engineered features often achieve comparable performance, especially small set...

While scientific collaboration is critical for a scholar, some collaborators can be more significant than others, e.g., lifetime collaborators. It has been shown that are influential on scholar’s academic performance. However, little research done investigating predicting such special relationships in networks. To this end, we propose Scholar2vec, novel neural network embedding representing sch...

in this study, the number of 1802 longevity records of ewes collected during 1989 to 2010 in breeding station of lori-bakhtiari sheep flocks were used to estimate of genetic, environmental and phenotypic trends for economic lifetime. the breeding values of a ewe’s lifetime were estimated by restricted maximum likelihood procedure under an animal model of univariate analysis. the best linear unb...

Comparison of the theory of Rabi oscillations with experiment [M. Wilczewski and M. Czachor, Phys. Rev. A 79, 033836 (2009)] suggests that cavity lifetime parameters obtained in measurements with many photons may be much smaller than those applicable to almost vacuum states of light. In this context, we show that the conclusion remains unchanged even if one takes a more realistic description of...