arXivDaily arXiv每日学术速递 周一至周五更新
arXiv周末暂无论文更新,休息一下吧,周末愉快~~
arXiv 1306.0606astro-ph.COgr-qc
收藏

用高斯过程探索标量场动力学

Exploring scalar field dynamics with Gaussian processes

Remya Nair, Sanjay Jhingan, Deepak Jain

摘要:

宇宙加速膨胀的起源在宇宙学中仍然是一个未解之谜。在这项工作中,我们考虑一个空间平坦的Friedmann-Robertson-Walker(FRW)宇宙与非相对论性物质和一个单一的标量场贡献的能量密度的宇宙。利用超新星和BAO观测数据,利用高斯过程重建了该标量场的势、动能、物态方程等性质。我们还重建了能量条件和运动学变量的扩展,如加加速度和慢滚参数。我们发现,重建的标量场变量和运动学量与平坦的Lambda CDM宇宙是一致的。进一步我们发现,对于本文所考虑的超新星数据的红移范围,零能量条件是满足的,但强能量条件是违反的。

英文摘要:

The origin of the accelerated expansion of the Universe remains an unsolved mystery in Cosmology. In this work we consider a spatially flat Friedmann-Robertson-Walker (FRW) Universe with non-relativistic matter and a single scalar field contributing to the energy density of the Universe. Properties of this scalar field, like potential, kinetic energy, equation of state etc. are reconstructed from Supernovae and BAO data using Gaussian processes. We also reconstruct energy conditions and kinematic variables of expansion, such as the jerk and the slow roll parameter. We find that the reconstructed scalar field variables and the kinematic quantities are consistent with a flat Lambda-CDM Universe. Further we find that the null energy condition is satisfied for the redshift range of the Supernovae data considered in the paper but, the strong energy condition is violated.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑