A More General Model for the Intrinsic Scatter in Type Ia Supernova Distance Moduli
John Marriner, J. P. Bernstein, Richard Kessler, Hubert Lampeitl, Ramon Miquel, Jennifer Mosher, Robert C. Nichol, Masao Sako, Donald P. Schneider, Mathew Smith
We describe a new formalism to fit the parameters $α$ and $β$ that are used in the SALT2 model to determine the standard magnitudes of Type Ia supernovae. The new formalism describes the intrinsic scatter in Type Ia supernovae by a covariance matrix in place of the single parameter normally used. We have applied this formalism to the Sloan Digital Sky Survey Supernova Survey (SDSS-II) data and conclude that the data are best described by $α=0.135_{-.017}^{+.033}$ and $β=3.19_{-0.24}^{+0.14}$, where the error is dominated by the uncertainty in the form of the intrinsic scatter matrix. Our result depends on the introduction of a more general form for the intrinsic scatter of the distance moduli of Type Ia supernovae than is conventional, resulting in a larger value of $β$ and a larger uncertainty than the conventional approach. Although this analysis results in a larger value of $β$ and a larger error, the SDSS data differ (at a 98% confidence level) with $β=4.1$, the value expected for extinction by the type of dust found in the Milky Way. We have modeled the distribution of supernovae Ia in terms of their color and conclude that there is strong evidence that variation in color is a significant contributor to the scatter of supernovae Ia around their standard candle magnitude.
The value of the Hubble-Lemaître constant queried by Type Ia Supernovae: A journey from the Calán-Tololo Project to the Carnegie Supernova Program
我们评估的鲁棒性的两个最高的梯级的“宇宙距离阶梯”的Ia型超新星和哈勃-勒梅特常数的测定。在这个分析中,我们保持固定的朗格1作为到LMC的距离,使用分离双星确定为1%。对于Rung 2,我们分析了两种方法,TRGB和造父变星的距离在附近星系的Ia型超新星的光度校准。对于Rung 3,我们分析了哈勃流中的各种现代数字超新星样本,如Calán-Tololo,CfA,CSP和Supercal数据集。该元数据分析表明,TRGB校准产生的$H_0$值小于Cepheid校准,这是这两种方法校准的距离模量系统差异的直接结果。选择三个最独立的可能的方法/带通($B$,$V$,$J$),我们获得$H_{0}=69.9 \pm 0.8$和$H_{0} =73.5 \pm 0.7$ km s $^{-1}$ Mpc $^{-1}$从TRGB和Cepheid校准,分别。分别在1.1和1.0 km s $^{-1}$ Mpc $^{-1}$的TRGB和Cepheid方法中添加正交系统不确定性,该子集揭示了在Rung 2校准中的显著2.0 $σ$系统差异。如果Rung 1和Rung 2保持不变,那么为标准化超新星峰值星等而开发的不同形式会产生一致的结果,标准偏差为1.5 km s $^{-1}$ Mpc $^{-1}$,也就是说,Ia型超新星能够以2%的精度锚定Rung 3。这项研究表明,Ia型超新星提供了超…
Type Ia supernova growth-rate measurement with LSST simulations: intrinsic scatter systematics
Duke University(杜克大学);Aix Marseille Univ, CNRS/IN2P3, CPPM(艾克斯马赛大学,法国国家科学研究中心/欧洲核子研究组织粒子物理与核物理研究所,马普尔宇宙物理学中心);Université Clermont-Auvergne, CNRS, LPCA(克莱蒙奥弗涅大学,法国国家科学研究中心,低通量中子中心);Institute of Space Sciences (ICE-CSIC)(空间科学研究所(加泰罗尼亚高等科研理事会空间科学研究所));SLAC National Accelerator Laboratory(斯坦福直线加速器中心)
Dark energy reconstruction analysis with artificial neural networks: Application on simulated Supernova Ia data from Rubin Observatory
National Center for Supercomputing Applications, University of Illinois Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校国家超级计算应用中心);University of Illinois at Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校);Kazakh-British Technical University(哈萨克-英国技术大学);Instituto de Ciencias Físicas, Universidad Nacional Autónoma de México(墨西哥国立自治大学物理科学研究所);University of Geneva(日内瓦大学);University of Thessaly(塞萨利大学)