column
Backflow Transformation for A=3 Nuclei with Artificial Neural Networks
YANG Yilong, ZHAO Pengwei
2023, 57(4): 673-678. DOI: 10.7538/yzk.2022.youxian.0765
Abstract PDF
Machine Learning Method in Study of Nuclear Charge Radius
DONG Xiaoxu, GENG Lisheng
2023, 57(4): 679-695. DOI: 10.7538/yzk.2022.youxian.0859
Abstract PDF
Application of Neural Network Approach in Nuclear Mass
LI Jiaxing, ZHAO Tianliang, MA Nana, MING Xingchen, ZHANG Hongfei
2023, 57(4): 696-703. DOI: 10.7538/yzk.2022.youxian.0778
Abstract PDF
Investigation of Nuclear Binding Energy and Charge Radius Based on Random Forest Algorithm
CAI Boshuai, YU Tianjun, LIN Xuan, ZHANG Jilong, WANG Zhixuan, YUAN Cenxi
2023, 57(4): 704-712. DOI: 10.7538/yzk.2022.youxian.0780
Abstract PDF
Prediction on α-decay Energy of Heavy and Superheavy Nuclei Using Machine Learning
YUAN Ziyi, REN Zhongzhou, BAI Dong, WANG Zhen
2023, 57(4): 713-720. DOI: 10.7538/yzk.2022.youxian.0767
Abstract PDF
Study of Deuteron Separation Energy Based on Bayesian Neural Network Approach
XING Kang, LIANG Yan, SUN Xiaojun
2023, 57(4): 721-728. DOI: 10.7538/yzk.2022.youxian.0858
Abstract PDF
Bayesian Inference of Nucleus Resonance and Neutron Skin
XU Jun
2023, 57(4): 729-742. DOI: 10.7538/yzk.2022.youxian.0759
Abstract PDF
Application of Neutron Capture Reaction Rate from Kernel Ridge Regression Prediction in s-process Simulation
HUANG Tianxing, WU Xinhui
2023, 57(4): 743-750. DOI: 10.7538/yzk.2022.youxian.0810
Abstract PDF
Study of Physics Problem in Low-intermediate Energy Heavy Ion Collision with Machine Learning Algorithm
ZHANG Yingxun, WANG Fangyuan, LI Li, CHEN Xiang, CUI Ying, WANG Xinyu, YANG Junping, ZHAO Kai
2023, 57(4): 751-761. DOI: 10.7538/yzk.2023.youxian.0043
Abstract PDF
Key Problems to Be Solved Possibly Using Machine Learning in Heavy Ion Collisions
ZOU Ying, ZHANG Yuhai, TANG Na, LI Jingjing, ZHANG Fengshou
2023, 57(4): 762-773. DOI: 10.7538/yzk.2022.youxian.0804
Abstract PDF
Event-by-event Extracting Physical Information from Heavy Ion Collisions Based on Machine Learning
WEI Guojun, WANG Yongjia, LI Qingfeng, LIU Fuhu
2023, 57(4): 774-783. DOI: 10.7538/yzk.2022.youxian.0827
Abstract PDF
Bayesian Model Selection of Unified Neutron Star EOSs in Multi-messenger Era
RUI Xingyu, MIAO Zhiqiang, XIA Chengjun
2023, 57(4): 784-790. DOI: 10.7538/yzk.2022.youxian.0782
Abstract PDF
Predicting Model for Fragment Production in Nuclear Spallation and Projectile Fragmentation Reactions by Bayesian Neural Network
WEI Huiling, PENG Dan, WEI Xiaobao, MA Chunwang
2023, 57(4): 791-797. DOI: 10.7538/yzk.2022.youxian.0812
Abstract PDF
Study of (n,2n) Reaction Cross Section of Fission Product Based on Neural Network and Decision Tree Model
SUN Xiaodong, WEI Zihao, WANG Duan, XU Ruirui, TIAN Yuan, TAO Xi, ZHANG Yingxun, ZHANG Yue, ZHANG Zhi, GE Zhigang, WANG Jimin, WANG Junchen, XIA Houqiong, SHU Nengchuan
2023, 57(4): 798-804. DOI: 10.7538/yzk.2023.youxian.0049
Abstract PDF
Analyzing Fission Cross Section of U Isotope by Neural Network Method
TIAN Yuan, XU Ruirui, TAO Xi, WANG Jimin, ZHANG Yue, SUN Xiaodong, ZHANG Zhi, WANG Junchen, XIA Houqiong
2023, 57(4): 805-811. DOI: 10.7538/yzk.2023.youxian.0048
Abstract PDF
Learning Fast Neutron Cross Section by Deep Neural Network
HU Zehua, YING Yangjun, YONG Heng, XU Ruirui
2023, 57(4): 812-817. DOI: 10.7538/yzk.2022.youxian.0845
Abstract PDF
Resonance Calculation Method Based on Energy Spectrum Using Reduced Order Model
YU Jialei, ZHANG Qian, ZHANG Jinchao, ZHAO Qiang
2023, 57(4): 818-827. DOI: 10.7538/yzk.2022.youxian.0515
Abstract PDF
Leaching Process of Uranium in Waste Residue by Chloride Roasting
FAN Shiyao, ZHANG Cong, LEI Zhiwu, HU Eming, WANG Hongqiang, HAO Xuanzhang, HU Fang, WANG Qingliang
2023, 57(4): 828-836. DOI: 10.7538/yzk.2022.youxian.0356
Abstract PDF
Simulation Analysis on Influence of Bottom Structure Design on Electromagnetic Field of Cold Crucible for Vitrification
QIAN Min, PEI Guangqing, FAN Sijun, CHEN Shubin, TANG Jingping, ZOU Zhaosong, XUE Tianfeng, LI Zhongdi, HU Lili
2023, 57(4): 837-849. DOI: 10.7538/yzk.2022.youxian.0386
Abstract PDF
Study on Nanoglue Bonding Technology of State Equation Experimental Target
CHEN Guo, ZHANG Ling, HUANG Jinglin, LIU Yansong, WANG Tao, AI Xing, LI Jun, HE Xiaoshan
2023, 57(4): 850-856. DOI: 10.7538/yzk.2022.youxian.0402
Abstract PDF
Data Analysis and Processing Method for Two-dimensional Position Sensitive Detector of Neutron Texture Diffractometer at China Advanced Research Reactor
ZHU Guijie, LIU Xiaolong, TIAN Gengfang, HOU Yuhan, WANG Hongliang, YU Yanli, XUE Yaohui, LI Yuqing, LI Meijuan, SUN Kai, CHEN Dongfeng
2023, 57(4): 857-864. DOI: 10.7538/yzk.2022.youxian.0734
Abstract PDF