Abstract We build a field-level emulator for cosmic structure formation that is accurate in the nonlinear regime. Our consists of two convolutional neural networks trained to output displacements and velocities N -body simulation particles based on their linear inputs. Cosmology dependence encoded form style parameters at each layer network, enabling effectively interpolate outcomes between dif...

Extended Abstract. Inferences for spatial data are affected substantially by the spatial configuration of the network of sites where measurements are taken. Consider the following standard data-model framework for spatial data. Suppose a continuous, spatially-varying quantity, Z, is to be observed at a predetermined number, n, of points ....[ To Countinue Click here]

The next generation mobile technology which is expected to be launched by 2020 is named as 5G as it is an upgraded version of the existing and establishing network 4G, widely known as LTE (Long Term Evolution) network. 5G itself will be capable of crossing the existing benchmarks of speed and connectivity. This paper will take a review in 5G networks having a wide view about the upcoming future...

crosslinked poly(acrylic acid)s were prepared using two types of crosslinker by precipitation polymerization method in a binary organic solvent. n,n’-methylenebisacrylamide (mba) and polyethylene glycol dimethacrylate (pegdma-330) were used as low-molecular weight and long-chain crosslinkers, respectively. the effect of various types of crosslinkers on polymer characteristics (i.e., gel content...

ackground: Prenatal cannabis exposure is a growing concern with little known about the long-term consequences on behavior and eural systems relevant for reward and emotional processing. ethods: We used an animal model to study the effects of prenatal exposure to -tetrahydrocannabinol (THC) on heroin elf-administration behavior and opioid neural systems in adult males (postnatal day 62). Rats we...

This study examined the effectiveness of Telegram social network on the writing performance of adult English as foreign language (EFL) learners at intermediate level. To achieve this, Oxford Quick Placement Test (2004) was administered to 46 EFL learners at Zaban-e No language institute in Talesh, Iran. Those who met the selection criterion, i.e., performed one standard deviation above and belo...

In this paper we first show that standard BP algorithm cannot yeild to a uniform information distribution over the neural network architecture. A measure of sensitivity is defined to evaluate fault tolerance of neural network and then we show that the sensitivity of a link is closely related to the amount of information passes through it. Based on this assumption, we prove that the distribu...

Abstract. Time-varying network optimization problems have tradition-ally been solved by specialized algorithms. These algorithms have NP-complement time complexity. This paper considers the time-varying short-est path problem, in which can be optimally solved in O(T(m + n)) time,where T is a given integer. For this problem with arbitrary waiting times,we propose an approximation algorithm, whic...