Weitian LI <wt@liwt.net>
This repository holds the code, data, and documentation that are associated with the following paper:
Title: Separating the EoR Signal with a Convolutional Denoising Autoencoder: A Deep-learning-based Method
Authors: Weitian Li, Haiguang Xu, Zhixian Ma, Ruimin Zhu, Dan Hu, Zhenghao Zhu, Junhua Gu, Chenxi Shan, Jie Zhu, Xiang-Ping Wu
Journal: 2019, MNRAS, 485, 2628
arXiv: 1902.09278
- Installation
- Data simulation
- EoR signal separation with a CDAE
- Polynomial fitting method
- Continuous wavelet transform method
- The code is distributed under the MIT License.
- The data and documentation are published under the CC BY 4.0 License.