Projects
========

Publication
~~~~~~~~~~~~

Publications mean the achievements of the projects based on the **Kun** simulation suite

#. | **MIU2Net: weak-lensing mass inversion using deep learning with nested U-structures**
   | G. Han W., An Zhao, Xinyue Chen, Ran Li, Rui Li, Xiangkun Liu, Zhao Chen, and Yu Yu.
   | `arXiv:2601.13538 <https://ui.adsabs.harvard.edu/abs/2026arXiv260113538H>`_
#. | **The first AKRA mass map reconstruction from HSC Y1 data**
   | Yuan Shi, Pengjie Zhang, Zhao Chen, Jian Qin, Li Cui, Furen Deng, and Ji Yao.
   | `arXiv:2511.12488 <https://ui.adsabs.harvard.edu/abs/2026JCAP...02..085S>`_
#. | **Extending CSST Emulator to post-DESI era**
   | Zhao Chen and Yu Yu.
   | `arXiv:2510.09503 <https://ui.adsabs.harvard.edu/abs/2025arXiv251009503C>`_
#. | **Artifacts in Halo Shapes: Imprints of the Initial Condition**
   | Yu Yu and Zhao Chen.
   | `arXiv:2507.16745 <https://ui.adsabs.harvard.edu/abs/2025arXiv250716745Y>`_
#. | **CSST cosmological emulator III: Hybrid lagrangian bias expansion emulation of galaxy clustering**
   | Shuren Zhou, Zhao Chen, and Yu Yu.
   | `arXiv:2506.04671 <https://ui.adsabs.harvard.edu/abs/2025SCPMA..6829512Z>`_
#. | **CSST cosmological emulator II: Generalized accurate halo mass function emulation**
   | Zhao Chen and Yu Yu.
   | `arXiv:2506.09688 <https://ui.adsabs.harvard.edu/abs/2025SCPMA..6809513C>`_
#. | **CSST cosmological emulator I: Matter power spectrum emulation with one percent accuracy to** :math:`\mathbf{k = 10\,h{Mpc}^{-1}}`
   | Zhao Chen, Yu Yu, Jiaxin Han, and Yipeng Jing.
   | `arXiv:2502.11160 <https://ui.adsabs.harvard.edu/abs/2025SCPMA..6889512C>`_
#. | **The Jiutian simulations for the CSST extra-galactic surveys**
   | Jiaxin Han, Ming Li, Wenkang Jiang, Zhao Chen, Huiyuan Wang, Chengliang Wei, Feihong He, Jianhua He, Jiajun Zhang, Yu Liu, Weiguang Cui, Yizhou Gu, Qi Guo, Yipeng Jing, Xi Kang, Guoliang Li, Xiong Luo, Yu Luo, Wenxiang Pei, Yisheng Qiu, Zhenlin Tan, Lizhi Xie, Xiaohu Yang, Haoran Yu, Yu Yu, and Jiale Zhou.
   | `arXiv:2503.21368 <https://ui.adsabs.harvard.edu/abs/2025SCPMA..6809511H>`_

.. Work in progress
.. ~~~~~~~~~~~~~~~~

.. * | Emulation of halo concentration-mass relation
..   | Zhao Chen and Yu Yu. 
.. * | :math:`3 \times 2` pt galaxy emulator based on halo model
..   | Zhao Chen and Yu Yu.
.. * | :math:`3 \times 2` pt galaxy emulator based on HOD model
..   | Zhao Chen and Yu Yu.
.. * | Emulation of lensing profile with baryonic effects
..   | Zhao Chen, Zhiwei Shao, Yu Yu, and Ying Zu.
.. * | Emulation of weak lensing peak counts
..   | Kailai Zhang, Yu Yu, and Zhao Chen.
.. * | Emulation of intrinsic alignment of galaxies
..   | Yipeng Wang, Yu Yu
.. * | Emulation of redshift-space galaxy spectra based on Lagrangian bias expansion model
..   | Fuxing Qin, Wenting Wang (National Astronomical Observatories Of China)
.. * | Emulation of weak lensing peak statistics
..   | Tianyu Zhang, Ziwei Li (Beijing Normal University, Yunnan University)
.. * | Reconstruction of dark matter density field from weak lensing maps
..   | Jiacheng Ding (Shanghai Astronomical Observatory)
.. * | Emulation of weak lensing voids
..   | Wenshuo Xu and Cheng Zhao. (Tsinghua University)
.. * | Emulation of dark matter density field
..   | Yuqi Kang (Beijing Normal University)


.. If you are interested in these projects or would like to submit your own proposal, please contact us via `chyiru@sjtu.edu.cn <chyiru@sjtu.edu.cn>`_.