Highly-parallelized simulation of a pixelated LArTPC on a GPU

The rapid development of general-purpose computing on graphics processing units (GPGPU) is allowing the implementation of highly-parallelized Monte Carlo simulation chains for particle physics experiments. This technique is particularly suitable for the simulation of a pixelated charge readout for time projection chambers, given the large number of channels that this technology employs. Here we present the first implementation of a full microphysical simulator of a liquid argon time projection chamber (LArTPC) equipped with light readout and pixelated charge readout, developed for the DUNE Near Detector. The software is implemented with an end-to-end set of GPU-optimized algorithms. The algorithms have been written in Python and translated into CUDA kernels using Numba, a just-in-time compiler for a subset of Python and NumPy instructions. The GPU implementation achieves a speed up of four orders of magnitude compared with the equivalent CPU version. The simulation of the current induced on 10^3 pixels takes around 1 ms on the GPU, compared with approximately 10 s on the CPU. The results of the simulation are compared against data from a pixel-readout LArTPC prototype

Efeito da suplementação com cultura de levedura na fermentação ruminal de bovinos de corte Effect of yeast culture supplementation on ruminal fermentation of beef cattle

Este trabalho foi conduzido para avaliar os efeitos da inclusão de cultura de levedura (Saccharomyces cerevisiae cepa 1026) sobre os parâmetros da fermentação ruminal de bovinos de corte. Foram utilizados dez novilhos 1/2 Red Angus 1/2 Nelore, canulados no rúmen, mantidos em baias individuais alimentados com 50% de volumoso à base de silagem de sorgo e 50% de concentrado contendo casca de soja peletizada, sorgo em grão moído, uréia e núcleo protéico mineral (%MS). Utilizou-se o delineamento inteiramente casualizado, com dois tratamentos, que consistiram da inclusão ou não de Saccharomyces cerevisiae (1 g/100 kg PC) à dieta em duas das quatro refeições diárias. O pH, as concentrações ruminais de nitrogênio amoniacal (N-NH3), acetato, propionato, butirato e ácidos graxos voláteis (AGV) totais e a relação acetato:propionato não foram influenciados pela suplementação com cultura de levedura. Houve interação entre os tempos de amostragem e os tratamentos para pH e concentrações molares de acetato e propionato. O pH, as concentrações ruminais de acetato, propionato e AGV totais e a relação acetato:propionato aumentaram de forma quadrática de acordo com os tempos de coleta. Em bovinos de corte alimentados com dietas com relação volumoso:concentrado 50:50, a suplementação com cultura de levedura não influencia os parâmetros da fermentação ruminal.<br>This study evaluated the effects of the inclusion of a yeast culture (Saccharomyces cerevisiae 1026) on the parameters of ruminal fermentation of beef cattle. Ten rumen fistulated 1/2 Red Angus 1/2 Nellore steers confined in individual pens were fed a diet containing 50% sorghum silage and 50% concentrate (%DM) containing peleted soybean hulls, sorghum grain, urea and mineralproteic premix. A completely randomized design was used to compare diets with or without Saccharomyces cerevisiae (1 g/100 kg of live weight) on two of the four daily meal. Ruminal pH, ruminal concentrations of ammoniacal nitrogen (N-NH3), acetate, propionate, butyrate, total volatile fatty acid (VFA) and acetate:propionate ratio values were not influenced by the supplementation of yeast culture. There were interaction between sampling time and treatments for pH, and molar concentrations of acetate and propionate. Ruminal pH, ruminal concentrations of acetate, propionate, total VFA and acetate:propionate ratio showed a quadratic response related to collection time. In diets with 50:50 forage to concentrate ratio, the supplementation of yeast culture did not influence the ruminal fermentative parameters