论文标题

部分可观测时空混沌系统的无模型预测

ALMA/ACA CO Survey of the IC 1459 and NGC 4636 Groups: Environmental Effects on the Molecular Gas of Group Galaxies

论文作者

Lee, Bumhyun, Wang, Jing, Chung, Aeree, Ho, Luis C., Wang, Ran, Michiyama, Tomonari, Molina, Juan, Kim, Yongjung, Shao, Li, Kilborn, Virginia, Wang, Shun, Lin, Xuchen, Kim, Dawoon E., Catinella, B., Cortese, L., Deg, N., Dénes, H., Elagali, A., For, Bi-Qing, Kleiner, D., Koribalski, B. S., Lee-Waddell, K., Rhee, J., Spekkens, K., Westmeier, T., Wong, O. I., Bigiel, F., Bosma, A., Holwerda, B. W., van der Hulst, J. M., Roychowdhury, Sambit, Verdes-Montenegro, L., Zwaan, M. A.

论文摘要

储层计算是预测湍流的有力工具,其简单的架构具有处理大型系统的计算效率。然而,其实现通常需要完整的状态向量测量和系统非线性知识。我们使用非线性投影函数将系统测量扩展到高维空间,然后将其输入到储层中以获得预测。我们展示了这种储层计算网络在时空混沌系统上的应用,该系统模拟了湍流的若干特征。我们表明,使用径向基函数作为非线性投影器,即使只有部分观测并且不知道控制方程,也能稳健地捕捉复杂的系统非线性。最后,我们表明,当测量稀疏、不完整且带有噪声,甚至控制方程变得不准确时,我们的网络仍然可以产生相当准确的预测,从而为实际湍流系统的无模型预测铺平了道路。

We present new results of a 12CO(J=1-0) imaging survey using the Atacama Compact Array (ACA) for 31 HI detected galaxies in the IC 1459 and NGC 4636 groups. This is the first CO imaging survey for loose galaxy groups. We obtained well-resolved CO data (~0.7-1.5 kpc) for a total of 16 galaxies in two environments. By comparing our ACA CO data with the HI and UV data, we probe the impacts of the group environment on the cold gas components (CO and HI gas) and star formation activity. We find that CO and/or HI morphologies are disturbed in our group members, some of which show highly asymmetric CO distributions (e.g., IC 5264, NGC 7421, and NGC 7418). In comparison with isolated galaxies in the xCOLD GASS sample, our group galaxies tend to have low star formation rates and low H2 gas fractions. Our findings suggest that the group environment can change the distribution of cold gas components, including the molecular gas, and star formation properties of galaxies. This is supporting evidence that preprocessing in the group-like environment can play an important role in galaxy evolution.

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