Waveform simulation in PandaX-4T

Jiafu Li; Abdusalam Abdukerim; Zihao Bo; Wei Chen; Xun Chen; Chen Cheng; Zhaokan Cheng; Xiangyi Cui; Yingjie Fan; Deqing Fang; Lisheng Geng; Karl Giboni; Xuyuan Guo; Chencheng Han; Ke Han; Changda He; Jinrong He; Di Huang; Junting Huang; Zhou Huang; Ruquan Hou; Yu Hou; Xiangdong Ji; Yonglin Ju; Chenxiang Li; Mingchuan Li; Shuaijie Li; Tao Li; Qing Lin; Jianglai Liu; Congcong Lu; Xiaoying Lu; Lingyin Luo; Yunyang Luo; Wenbo Ma; Yugang Ma; Yajun Mao; Yue Meng; Xuyang Ning; Binyu Pang; Ningchun Qi; Zhicheng Qian; Xiangxiang Ren; Nasir Shaheed; Xiaofeng Shang; Xiyuan Shao; Guofang Shen; Lin Si; Wenliang Sun; Andi Tan; Yi Tao; Anqing Wang; Meng Wang; Qiuhong Wang; Shaobo Wang; Siguang Wang; Wei Wang; Xiuli Wang; Xu Wang; Zhou Wang; Yuehuan Wei; Mengmeng Wu; Weihao Wu; Yuan Wu; Mengjiao Xiao; Xiang Xiao; Binbin Yan; Xiyu Yan; Yong Yang; Chunxu Yu; Ying Yuan; Zhe Yuan; Youhui Yun; Xinning Zeng; Minzhen Zhang; Peng Zhang; Shibo Zhang; Shu Zhang; Tao Zhang; Wei Zhang; Yang Zhang; Yingxin Zhang; Yuanyuan Zhang; Li Zhao; Jifang Zhou; Ning Zhou; Xiaopeng Zhou; Yong Zhou; Yubo Zhou; Zhizhen Zhou

doi:10.1088/1674-1137/ad380f

Waveform simulation in PandaX-4T

Jiafu Li, Abdusalam Abdukerim, Zihao Bo, Wei Chen, Xun Chen, Chen Cheng, Zhaokan Cheng, Xiangyi Cui, Yingjie Fan, Deqing Fang, Lisheng Geng, Karl Giboni, Xuyuan Guo, Chencheng Han, Ke Han, Changda He, Jinrong He, Di Huang, Junting Huang, Zhou HuangRuquan Hou, Yu Hou, Xiangdong Ji, Yonglin Ju, Chenxiang Li, Mingchuan Li, Shuaijie Li, Tao Li, Qing Lin, Jianglai Liu, Congcong Lu, Xiaoying Lu, Lingyin Luo, Yunyang Luo, Wenbo Ma, Yugang Ma, Yajun Mao, Yue Meng, Xuyang Ning, Binyu Pang, Ningchun Qi, Zhicheng Qian, Xiangxiang Ren, Nasir Shaheed, Xiaofeng Shang, Xiyuan Shao, Guofang Shen, Lin Si, Wenliang Sun, Andi Tan, Yi Tao, Anqing Wang, Meng Wang, Qiuhong Wang, Shaobo Wang, Siguang Wang, Wei Wang, Xiuli Wang, Xu Wang, Zhou Wang, Yuehuan Wei, Mengmeng Wu, Weihao Wu, Yuan Wu, Mengjiao Xiao, Xiang Xiao, Binbin Yan, Xiyu Yan, Yong Yang, Chunxu Yu, Ying Yuan, Zhe Yuan, Youhui Yun, Xinning Zeng, Minzhen Zhang, Peng Zhang, Shibo Zhang, Shu Zhang, Tao Zhang, Wei Zhang, Yang Zhang, Yingxin Zhang, Yuanyuan Zhang, Li Zhao, Jifang Zhou, Ning Zhou, Xiaopeng Zhou, Yong Zhou, Yubo Zhou, Zhizhen Zhou

Research output: Contribution to journal › Article › peer-review

6 Scopus citations

Abstract

Signal reconstruction through software processing is a crucial component of the background and signal models in the PandaX-4T experiment, which is a multi-tonne dark matter direct search experiment. The accuracy of signal reconstruction is influenced by various detector artifacts, including noise, dark count of photomultiplier, photoionization of impurities in the detector, and other relevant considerations. In this study, we presented a detailed description of a semi-data-driven approach designed to simulate a signal waveform. This work provides a reliable model for the efficiency and bias of the signal reconstruction in the data analysis of PandaX-4T. By comparing critical variables that relate to the temporal shape and hit pattern of the signals, we found good agreement between the simulation and data.

Original language	English (US)
Article number	073001
Journal	Chinese Physics C
Volume	48
Issue number	7
DOIs	https://doi.org/10.1088/1674-1137/ad380f
State	Published - Jul 2024
Externally published	Yes

All Science Journal Classification (ASJC) codes

Nuclear and High Energy Physics
Instrumentation
Astronomy and Astrophysics

Keywords

dark matter
simulation
time projection chamber

Access to Document

10.1088/1674-1137/ad380f

Cite this

@article{8a866ddedc6e44e48e3b56161499d998,

title = "Waveform simulation in PandaX-4T",

abstract = "Signal reconstruction through software processing is a crucial component of the background and signal models in the PandaX-4T experiment, which is a multi-tonne dark matter direct search experiment. The accuracy of signal reconstruction is influenced by various detector artifacts, including noise, dark count of photomultiplier, photoionization of impurities in the detector, and other relevant considerations. In this study, we presented a detailed description of a semi-data-driven approach designed to simulate a signal waveform. This work provides a reliable model for the efficiency and bias of the signal reconstruction in the data analysis of PandaX-4T. By comparing critical variables that relate to the temporal shape and hit pattern of the signals, we found good agreement between the simulation and data.",

keywords = "dark matter, simulation, time projection chamber",

author = "Jiafu Li and Abdusalam Abdukerim and Zihao Bo and Wei Chen and Xun Chen and Chen Cheng and Zhaokan Cheng and Xiangyi Cui and Yingjie Fan and Deqing Fang and Lisheng Geng and Karl Giboni and Xuyuan Guo and Chencheng Han and Ke Han and Changda He and Jinrong He and Di Huang and Junting Huang and Zhou Huang and Ruquan Hou and Yu Hou and Xiangdong Ji and Yonglin Ju and Chenxiang Li and Mingchuan Li and Shuaijie Li and Tao Li and Qing Lin and Jianglai Liu and Congcong Lu and Xiaoying Lu and Lingyin Luo and Yunyang Luo and Wenbo Ma and Yugang Ma and Yajun Mao and Yue Meng and Xuyang Ning and Binyu Pang and Ningchun Qi and Zhicheng Qian and Xiangxiang Ren and Nasir Shaheed and Xiaofeng Shang and Xiyuan Shao and Guofang Shen and Lin Si and Wenliang Sun and Andi Tan and Yi Tao and Anqing Wang and Meng Wang and Qiuhong Wang and Shaobo Wang and Siguang Wang and Wei Wang and Xiuli Wang and Xu Wang and Zhou Wang and Yuehuan Wei and Mengmeng Wu and Weihao Wu and Yuan Wu and Mengjiao Xiao and Xiang Xiao and Binbin Yan and Xiyu Yan and Yong Yang and Chunxu Yu and Ying Yuan and Zhe Yuan and Youhui Yun and Xinning Zeng and Minzhen Zhang and Peng Zhang and Shibo Zhang and Shu Zhang and Tao Zhang and Wei Zhang and Yang Zhang and Yingxin Zhang and Yuanyuan Zhang and Li Zhao and Jifang Zhou and Ning Zhou and Xiaopeng Zhou and Yong Zhou and Yubo Zhou and Zhizhen Zhou",

note = "Publisher Copyright: {\textcopyright} 2024 Chinese Physical Society and the Institute of High Energy Physics of the Chinese Academy of Sciences and the Institute of Modern Physics of the Chinese Academy of Sciences and IOP Publishing Ltd.",

year = "2024",

month = jul,

doi = "10.1088/1674-1137/ad380f",

language = "English (US)",

volume = "48",

journal = "Chinese Physics C",

issn = "1674-1137",

publisher = "IOP Publishing Ltd.",

number = "7",

}

Li, J, Abdukerim, A, Bo, Z, Chen, W, Chen, X, Cheng, C, Cheng, Z, Cui, X, Fan, Y, Fang, D, Geng, L, Giboni, K, Guo, X, Han, C, Han, K, He, C, He, J, Huang, D, Huang, J, Huang, Z, Hou, R, Hou, Y, Ji, X, Ju, Y, Li, C, Li, M, Li, S, Li, T, Lin, Q, Liu, J, Lu, C, Lu, X, Luo, L, Luo, Y, Ma, W, Ma, Y, Mao, Y, Meng, Y, Ning, X, Pang, B, Qi, N, Qian, Z, Ren, X, Shaheed, N, Shang, X, Shao, X, Shen, G, Si, L, Sun, W, Tan, A, Tao, Y, Wang, A, Wang, M, Wang, Q, Wang, S, Wang, S, Wang, W, Wang, X, Wang, X, Wang, Z, Wei, Y, Wu, M, Wu, W, Wu, Y, Xiao, M, Xiao, X, Yan, B, Yan, X, Yang, Y, Yu, C, Yuan, Y, Yuan, Z, Yun, Y, Zeng, X, Zhang, M, Zhang, P, Zhang, S, Zhang, S, Zhang, T, Zhang, W, Zhang, Y, Zhang, Y, Zhang, Y, Zhao, L, Zhou, J, Zhou, N, Zhou, X, Zhou, Y, Zhou, Y & Zhou, Z 2024, 'Waveform simulation in PandaX-4T', Chinese Physics C, vol. 48, no. 7, 073001. https://doi.org/10.1088/1674-1137/ad380f

TY - JOUR

T1 - Waveform simulation in PandaX-4T

AU - Li, Jiafu

AU - Abdukerim, Abdusalam

AU - Bo, Zihao

AU - Chen, Wei

AU - Chen, Xun

AU - Cheng, Chen

AU - Cheng, Zhaokan

AU - Cui, Xiangyi

AU - Fan, Yingjie

AU - Fang, Deqing

AU - Geng, Lisheng

AU - Giboni, Karl

AU - Guo, Xuyuan

AU - Han, Chencheng

AU - Han, Ke

AU - He, Changda

AU - He, Jinrong

AU - Huang, Di

AU - Huang, Junting

AU - Huang, Zhou

AU - Hou, Ruquan

AU - Hou, Yu

AU - Ji, Xiangdong

AU - Ju, Yonglin

AU - Li, Chenxiang

AU - Li, Mingchuan

AU - Li, Shuaijie

AU - Li, Tao

AU - Lin, Qing

AU - Liu, Jianglai

AU - Lu, Congcong

AU - Lu, Xiaoying

AU - Luo, Lingyin

AU - Luo, Yunyang

AU - Ma, Wenbo

AU - Ma, Yugang

AU - Mao, Yajun

AU - Meng, Yue

AU - Ning, Xuyang

AU - Pang, Binyu

AU - Qi, Ningchun

AU - Qian, Zhicheng

AU - Ren, Xiangxiang

AU - Shaheed, Nasir

AU - Shang, Xiaofeng

AU - Shao, Xiyuan

AU - Shen, Guofang

AU - Si, Lin

AU - Sun, Wenliang

AU - Tan, Andi

AU - Tao, Yi

AU - Wang, Anqing

AU - Wang, Meng

AU - Wang, Qiuhong

AU - Wang, Shaobo

AU - Wang, Siguang

AU - Wang, Wei

AU - Wang, Xiuli

AU - Wang, Xu

AU - Wang, Zhou

AU - Wei, Yuehuan

AU - Wu, Mengmeng

AU - Wu, Weihao

AU - Wu, Yuan

AU - Xiao, Mengjiao

AU - Xiao, Xiang

AU - Yan, Binbin

AU - Yan, Xiyu

AU - Yang, Yong

AU - Yu, Chunxu

AU - Yuan, Ying

AU - Yuan, Zhe

AU - Yun, Youhui

AU - Zeng, Xinning

AU - Zhang, Minzhen

AU - Zhang, Peng

AU - Zhang, Shibo

AU - Zhang, Shu

AU - Zhang, Tao

AU - Zhang, Wei

AU - Zhang, Yang

AU - Zhang, Yingxin

AU - Zhang, Yuanyuan

AU - Zhao, Li

AU - Zhou, Jifang

AU - Zhou, Ning

AU - Zhou, Xiaopeng

AU - Zhou, Yong

AU - Zhou, Yubo

AU - Zhou, Zhizhen

N1 - Publisher Copyright: © 2024 Chinese Physical Society and the Institute of High Energy Physics of the Chinese Academy of Sciences and the Institute of Modern Physics of the Chinese Academy of Sciences and IOP Publishing Ltd.

PY - 2024/7

Y1 - 2024/7

N2 - Signal reconstruction through software processing is a crucial component of the background and signal models in the PandaX-4T experiment, which is a multi-tonne dark matter direct search experiment. The accuracy of signal reconstruction is influenced by various detector artifacts, including noise, dark count of photomultiplier, photoionization of impurities in the detector, and other relevant considerations. In this study, we presented a detailed description of a semi-data-driven approach designed to simulate a signal waveform. This work provides a reliable model for the efficiency and bias of the signal reconstruction in the data analysis of PandaX-4T. By comparing critical variables that relate to the temporal shape and hit pattern of the signals, we found good agreement between the simulation and data.

AB - Signal reconstruction through software processing is a crucial component of the background and signal models in the PandaX-4T experiment, which is a multi-tonne dark matter direct search experiment. The accuracy of signal reconstruction is influenced by various detector artifacts, including noise, dark count of photomultiplier, photoionization of impurities in the detector, and other relevant considerations. In this study, we presented a detailed description of a semi-data-driven approach designed to simulate a signal waveform. This work provides a reliable model for the efficiency and bias of the signal reconstruction in the data analysis of PandaX-4T. By comparing critical variables that relate to the temporal shape and hit pattern of the signals, we found good agreement between the simulation and data.

KW - dark matter

KW - simulation

KW - time projection chamber

UR - http://www.scopus.com/inward/record.url?scp=85195048788&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85195048788&partnerID=8YFLogxK

U2 - 10.1088/1674-1137/ad380f

DO - 10.1088/1674-1137/ad380f

M3 - Article

AN - SCOPUS:85195048788

SN - 1674-1137

VL - 48

JO - Chinese Physics C

JF - Chinese Physics C

IS - 7

M1 - 073001

ER -

Waveform simulation in PandaX-4T

Abstract

All Science Journal Classification (ASJC) codes

Keywords

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