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6. Research on the Operation Model of Operator Computing Products

Author

Song, Yimeng, Shi, Fan, Chen, Mengni, Mu, Yun, Guo, Jianying, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Wang, Yue, editor, Liu, Yuyang, editor, Zou, Jiaqi, editor, and Huo, Mengyao, editor

Published
2023
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7. Research on the Development of 5G Messaging Service for Operators

Author

Chen, Mengni, Zhu, Ziyuan, MuYun, Guo, Jianying, Song, Yimeng, Hou, Sainan, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Wang, Yue, editor, Liu, Yuyang, editor, Zou, Jiaqi, editor, and Huo, Mengyao, editor

Published
2023
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10. Machine Learning for Nanohertz Gravitational Wave Detection and Parameter Estimation with Pulsar Timing Array

Author

Chen, MengNi, Zhong, Yuanhong, Feng, Yi, Li, Di, and Li, Jin

Subjects
Astrophysics - Instrumentation and Methods for Astrophysics
Abstract

Studies have shown that the use of pulsar timing arrays (PTAs) is among the approaches with the highest potential to detect very low-frequency gravitational waves in the near future. Although the capture of gravitational waves (GWs) by PTAs has not been reported yet, many related theoretical studies and some meaningful detection limits have been reported. In this study, we focused on the nanohertz GWs from individual supermassive binary black holes. Given specific pulsars (PSR J1909$-$3744, PSR J1713$+$0747, PSR J0437$-$4715), the corresponding GW$-$induced timing residuals in PTAs with Gaussian white noise can be simulated. Further, we report the classification of the simulated PTA data and parameter estimation for potential GW sources using machine learning based on neural networks. As a classifier, the convolutional neural network shows high accuracy when the combined signal to noise ratio $\geq$1.33 for our simulated data. Further, we applied a recurrent neural network to estimate the chirp mass ($\mathcal{M}$) of the source and luminosity distance ($\text{D}_{p}$) of the pulsars and Bayesian neural networks (BNNs) to obtain the uncertainties of chirp mass estimation. Knowledge of the uncertainties is crucial to astrophysical observation. In our case, the mean relative error of chirp mass estimation is less than $13.6\%$. Although these results are achieved for simulated PTA data, we believe that they will be important for realizing intelligent processing in PTA data analysis.

Published
2020

11. Single-cell spatial transcriptome reveals cell-type organization in the macaque cortex

Author

Chen, Ao, Sun, Yidi, Lei, Ying, Li, Chao, Liao, Sha, Meng, Juan, Bai, Yiqin, Liu, Zhen, Liang, Zhifeng, Zhu, Zhiyong, Yuan, Nini, Yang, Hao, Wu, Zihan, Lin, Feng, Wang, Kexin, Li, Mei, Zhang, Shuzhen, Yang, Meisong, Fei, Tianyi, Zhuang, Zhenkun, Huang, Yiming, Zhang, Yong, Xu, Yuanfang, Cui, Luman, Zhang, Ruiyi, Han, Lei, Sun, Xing, Chen, Bichao, Li, Wenjiao, Huangfu, Baoqian, Ma, Kailong, Ma, Jianyun, Li, Zhao, Lin, Yikun, Wang, He, Zhong, Yanqing, Zhang, Huifang, Yu, Qian, Wang, Yaqian, Liu, Xing, Peng, Jian, Liu, Chuanyu, Chen, Wei, Pan, Wentao, An, Yingjie, Xia, Shihui, Lu, Yanbing, Wang, Mingli, Song, Xinxiang, Liu, Shuai, Wang, Zhifeng, Gong, Chun, Huang, Xin, Yuan, Yue, Zhao, Yun, Chai, Qinwen, Tan, Xing, Liu, Jianfeng, Zheng, Mingyuan, Li, Shengkang, Huang, Yaling, Hong, Yan, Huang, Zirui, Li, Min, Jin, Mengmeng, Li, Yan, Zhang, Hui, Sun, Suhong, Gao, Li, Bai, Yinqi, Cheng, Mengnan, Hu, Guohai, Liu, Shiping, Wang, Bo, Xiang, Bin, Li, Shuting, Li, Huanhuan, Chen, Mengni, Wang, Shiwen, Li, Minglong, Liu, Weibin, Liu, Xin, Zhao, Qian, Lisby, Michael, Wang, Jing, Fang, Jiao, Lin, Yun, Xie, Qing, He, Jie, Xu, Huatai, Huang, Wei, Mulder, Jan, Yang, Huanming, Sun, Yangang, Uhlen, Mathias, Poo, Muming, Wang, Jian, Yao, Jianhua, Wei, Wu, Li, Yuxiang, Shen, Zhiming, Liu, Longqi, Liu, Zhiyong, Xu, Xun, and Li, Chengyu

Published
2023
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20. Spatially resolved molecular and cellular atlas of the mouse brain

Author

Han, Lei, primary, Liu, Zhen, additional, Jing, Zehua, additional, Liu, Yuxuan, additional, Chang, Huizhong, additional, Lei, Junjie, additional, Peng, Yujie, additional, Wang, Kexin, additional, Xu, Yuanfang, additional, Liu, Wei, additional, Wu, Zihan, additional, Li, Qian, additional, Shi, Xiaoxue, additional, Zheng, Mingyuan, additional, Wang, He, additional, Deng, Juan, additional, Zhong, Yanqing, additional, Pan, Hailin, additional, Lin, Junkai, additional, Zhang, Ruiyi, additional, Chen, Yu, additional, Wu, Jinhua, additional, Xu, Mingrui, additional, Ren, Biyu, additional, Cheng, Mengnan, additional, Yu, Qian, additional, Song, Xinxiang, additional, Lu, Yanbing, additional, Tang, Yuanchun, additional, Yuan, Nini, additional, Sun, Suhong, additional, An, Yingjie, additional, Ding, Wenqun, additional, Sun, Xing, additional, Wei, Yanrong, additional, Zhang, Shuzhen, additional, Dou, Yannong, additional, Zhao, Yun, additional, Han, Luyao, additional, Zhu, Qianhua, additional, Xu, Junfeng, additional, Wang, Shiwen, additional, Chen, Hanbo, additional, Wang, Dan, additional, Bai, Yinqi, additional, Liang, Yikai, additional, Liu, Yuan, additional, Chen, Mengni, additional, Xie, Chun, additional, Bo, Binshi, additional, Li, Mei, additional, Zhang, Xinyan, additional, Ting, Wang, additional, Chen, Zhenhua, additional, Fang, Jiao, additional, Li, Shuting, additional, Jiang, Yujia, additional, Tan, Xing, additional, Zuo, Guolong, additional, Xie, Yue, additional, Li, Huanhuan, additional, Tao, Quyuan, additional, Li, Yan, additional, Liu, Jianfeng, additional, Liu, Yuyang, additional, Hao, Mingkun, additional, Wang, Jingjing, additional, Wen, Huiying, additional, Liu, Jiabing, additional, Yan, Yizhen, additional, Zhang, Hui, additional, Sheng, Yifan, additional, Han, Min, additional, Yu, Shui, additional, Liao, Xiaoyan, additional, Jiang, Xuyin, additional, Wang, Guangling, additional, Liu, Huanlin, additional, Wang, Congcong, additional, Feng, Ning, additional, Liu, Xin, additional, Ma, Kailong, additional, Xu, Xiangjie, additional, Han, Tianyue, additional, Cao, Huateng, additional, Zheng, Huiwen, additional, Chen, Yadong, additional, Lu, Haorong, additional, Yu, Zixian, additional, Zhang, Jinsong, additional, Wang, Bo, additional, Wang, Zhifeng, additional, Xie, Qing, additional, Pan, Shanshan, additional, Liu, Chuanyu, additional, Xu, Chan, additional, Cui, Luman, additional, Li, Yuxiang, additional, Liu, Shiping, additional, Liao, Sha, additional, Chen, Ao, additional, Wu, Qing-Feng, additional, Wang, Jian, additional, Liu, Zhiyong, additional, Sun, Yidi, additional, Mulder, Jan, additional, Yang, Huanming, additional, Wang, Xiaofei, additional, Li, Chao, additional, Yao, Jianhua, additional, Xu, Xun, additional, Liu, Longqi, additional, Shen, Zhiming, additional, Wei, Wu, additional, and Sun, Yan-Gang, additional

Published
2023
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31. Self-Assembly of Binderless MXene Aerogel for Multiple-Scenario and Responsive Phase Change Composites with Ultrahigh Thermal Energy Storage Density and Exceptional Electromagnetic Interference Shielding.

Author

Zhu, Chuanbiao, Hao, Yurong, Wu, Hao, Chen, Mengni, Quan, Bingqing, Liu, Shuang, Hu, Xinpeng, Liu, Shilong, Ji, Qinghong, Lu, Xiang, and Qu, Jinping

Subjects
ELECTROMAGNETIC shielding, ENERGY density, ELECTROMAGNETIC interference, HEAT storage, PHASE change materials, AEROGELS
Abstract

Highlights: This work proposes a tactic for improving the efficiency of thermal energy conversion and expanding the application scenarios of phase change materials by constructing non-binder and oriented MXene-K+ aerogel. The prepared phase change composites (PCCs) can rapidly transform solar, electric, magnetic energy into latent heat for keeping warm, power generation, and thermal physiotherapy. Owing to the suggested tactic, the prepared PCCs achieves ultrahigh energy storage density and realize 99.9998% electromagnetic wave energy attenuation. The severe dependence of traditional phase change materials (PCMs) on the temperature-response and lattice deficiencies in versatility cannot satisfy demand for using such materials in complex application scenarios. Here, we introduced metal ions to induce the self-assembly of MXene nanosheets and achieve their ordered arrangement by combining suction filtration and rapid freezing. Subsequently, a series of MXene/ K+/paraffin wax (PW) phase change composites (PCCs) were obtained via vacuum impregnation in molten PW. The prepared MXene-based PCCs showed versatile applications from macroscale technologies, successfully transforming solar, electric, and magnetic energy into thermal energy stored as latent heat in the PCCs. Moreover, due to the absence of binder in the MXene-based aerogel, MK3@PW exhibits a prime solar–thermal conversion efficiency (98.4%). Notably, MK3@PW can further convert the collected heat energy into electric energy through thermoelectric equipment and realize favorable solar–thermal–electric conversion (producing 206 mV of voltage with light radiation intensity of 200 mw cm−2). An excellent Joule heat performance (reaching 105 °C with an input voltage of 2.5 V) and responsive magnetic–thermal conversion behavior (a charging time of 11.8 s can achieve a thermal insulation effect of 285 s) for contactless thermotherapy were also demonstrated by the MK3@PW. Specifically, as a result of the ordered arrangement of MXene nanosheet self-assembly induced by potassium ions, MK3@PW PCC exhibits a higher electromagnetic shielding efficiency value (57.7 dB) than pure MXene aerogel/PW PCC (29.8 dB) with the same MXene mass. This work presents an opportunity for the multi-scene response and practical application of PCMs that satisfy demand of next-generation multifunctional PCCs. [ABSTRACT FROM AUTHOR]

Published
2023
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34. Self-Assembly of Non-Binder Mxene Aerogel for Multiple-Scenario and Responsive Phase Change Composites with Ultrahigh Thermal Energy Storage Density and Exceptional Electromagnetic-Interference Shielding

Author

Wu, Hao, primary, Zhu, Chuanbiao, additional, Hao, Yurong, additional, Chen, Mengni, additional, Quan, Bingqing, additional, Liu, Shuang, additional, Hu, Xinpeng, additional, Liu, Shilong, additional, Ji, Qinghong, additional, Lu, Xiang, additional, and Qu, Jin-ping, additional

Published
2023
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36. Additional file 6 of Characteristics of molecular markers associated with chloroquine resistance in Plasmodium vivax strains from vivax malaria cases in Yunnan Province, China

Author

Ding, Hongyun, Dong, Ying, Deng, Yan, Xu, Yanchun, Liu, Yan, Wu, Jing, Chen, Mengni, Zhang, Canglin, and Zheng, Weibin

Abstract

Additional file 6: Fig. S1 The subfigure of SNPs composition at 2014, Fig. S2 The subfigure of SNPs composition at 2020, Fig. S3 The subfigure of SNPs composition at 2021 and Fig. S4 Subfigure of SNPs composition at 2022, respectively.

Published
2023
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38. Additional file 8 of Characteristics of molecular markers associated with chloroquine resistance in Plasmodium vivax strains from vivax malaria cases in Yunnan Province, China

Author

Ding, Hongyun, Dong, Ying, Deng, Yan, Xu, Yanchun, Liu, Yan, Wu, Jing, Chen, Mengni, Zhang, Canglin, and Zheng, Weibin

Abstract

Additional file 8: Fig.S1 The subfigure of haplotypes composition at 2014, Fig. S2 The subfigure of haplotypes composition at 2020, Fig. S3 The subfigure of haplotypes composition at 2021, Fig. S4 The subfigure of haplotypes composition at 2022, respectively.

Published
2023
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48. Global Spatial Transcriptome of Macaque Brain at Single-Cell Resolution

Author

Chen, Ao, primary, Sun, Yidi, additional, Lei, Ying, additional, Li, Chao, additional, Liao, Sha, additional, Liang, Zhifeng, additional, Lin, Feng, additional, Yuan, Nini, additional, Li, Mei, additional, Wang, Kexin, additional, Yang, Meisong, additional, Zhang, Shuzhen, additional, Zhuang, Zhenkun, additional, Meng, Juan, additional, Song, Qiong, additional, Zhang, Yong, additional, Xu, Yuanfang, additional, Cui, Luman, additional, Han, Lei, additional, Yang, Hao, additional, Sun, Xing, additional, Fei, Tianyi, additional, Chen, Bichao, additional, Li, Wenjiao, additional, Huangfu, Baoqian, additional, Ma, Kailong, additional, Li, Zhao, additional, Lin, Yikun, additional, Liu, Zhen, additional, Wang, He, additional, Zhong, Yanqing, additional, Zhang, Huifang, additional, Yu, Qian, additional, Wang, Yaqian, additional, Zhu, Zhiyong, additional, Liu, Xing, additional, Peng, Jian, additional, Liu, Chuanyu, additional, Chen, Wei, additional, An, Yingjie, additional, Xia, Shihui, additional, Lu, Yanbing, additional, Wang, Mingli, additional, Song, Xinxiang, additional, Liu, Shuai, additional, Wang, Zhifeng, additional, Gong, Chun, additional, Huang, Xin, additional, Yuan, Yue, additional, Zhao, Yun, additional, Luo, Zhenhui, additional, Tan, Xing, additional, Liu, Jianfeng, additional, Zheng, Mingyuan, additional, Li, Shengkang, additional, Huang, Yaling, additional, Hong, Yan, additional, Huang, Zirui, additional, Li, Min, additional, Zhang, Ruiyi, additional, Jin, Mengmeng, additional, Li, Yan, additional, Zhang, Hui, additional, Sun, Suhong, additional, Bai, Yinqi, additional, Cheng, Mengnan, additional, Hu, Guohai, additional, Liu, Shiping, additional, Wang, Bo, additional, Xiang, Bin, additional, Li, Shuting, additional, Li, Huanhuan, additional, Chen, Mengni, additional, Wang, Shiwen, additional, Zhang, Qi, additional, Liu, Weibin, additional, Liu, Xin, additional, Zhao, Qian, additional, Lisby, Michael, additional, Wang, Jing, additional, Fang, Jiao, additional, Lu, Zhiyue, additional, Lin, Yun, additional, Xie, Qing, additional, He, Jie, additional, Xu, Huatai, additional, Huang, Wei, additional, Wei, Wu, additional, Yang, Huanming, additional, Sun, Yangang, additional, Poo, Muming, additional, Wang, Jian, additional, Li, Yuxiang, additional, Shen, Zhiming, additional, Liu, Longqi, additional, Liu, Zhiyong, additional, Xu, Xun, additional, and Li, Chengyu, additional

Published
2022
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