Frontiers of Data and Computing

2026, Volume 8 Issue 4 Publication:20 August 2026
Previous Issue
• Building an AI4S-Oriented Intelligent Data Service System for Astronomy: Practices from the National Astronomical Data Center
• CUI Chenzhou, XU Yunfei, FAN Dongwei, LI Changhua, LI Shanshan, MI Linying, GAN Qingbo, ZHAO Gongbo, China-VO Collaboration
• CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.001
• doi:10.11871/jfdc.issn.2096-742X.2026.04.001
• Frontiers of Data and Computing, 2026, 8(4): 1–18
• HTML ( 6 ) | PDF (9664 KB) ( 63 )
• Research on a Full-Process Heterogeneous Computing Framework for OpenFOAM on Domestic Accelerator Cards
• WANG Tiankuo, PENG Chao, CHEN Qiang, AN Min
• CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.002
• doi:10.11871/jfdc.issn.2096-742X.2026.04.002
• Frontiers of Data and Computing, 2026, 8(4): 19–29
• HTML ( 10 ) | PDF (11319 KB) ( 24 )
• Key Technologies of a Domain-Specific Large Model for Telescope Array Fault Diagnosis Based on the Fusion of Low-Rank Adaptation and Retrieval-Augmented Generation
• LI Jiashan, DENG Li
• CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.003
• doi:10.11871/jfdc.issn.2096-742X.2026.04.003
• Frontiers of Data and Computing, 2026, 8(4): 30–41
• HTML ( 7 ) | PDF (2043 KB) ( 76 )
• A Comprehensive Survey on Vector Database: Storage and Retrieval Techniques
• MA Le, ZHANG Ran, HAN Yikun, YU Shirui, WANG Zaitian, NING Zhiyuan, ZHANG Jinghan, XU Ping, LI Pengjiang, QIAO Ziyue, JU Wei, CHEN Chong, WANG Dongjie, LIU Kunpeng, WANG Pengyang, WANG Pengfei, FU Yanjie, LIU Chunjiang, LYU Changtian
• CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.004
• doi:10.11871/jfdc.issn.2096-742X.2026.04.004
• Frontiers of Data and Computing, 2026, 8(4): 42–71
• HTML ( 12 ) | PDF (6892 KB) ( 85 )
• Deficient Shoeprint Matching via Fusion of Multi-Scale Deep Features
• SONG Jiuchang, TANG Yunqi, GUO Wei, ZHANG Jianan
• CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.005
• doi:10.11871/jfdc.issn.2096-742X.2026.04.005
• Frontiers of Data and Computing, 2026, 8(4): 72–86
• HTML ( 5 ) | PDF (70413 KB) ( 28 )
• Experiences from European Data Spaces Construction and Implications for China
• TANG Yijie, XU Wen, LI Wei
• CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.006
• doi:10.11871/jfdc.issn.2096-742X.2026.04.006
• Frontiers of Data and Computing, 2026, 8(4): 87–98
• HTML ( 4 ) | PDF (1820 KB) ( 34 )
• Development and Application of a Quality Evaluation Model for In Situ Datasets
• WANG Mengle, WU Xinqian, CHEN Zugang, LI Jing, LI Guoqing
• CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.007
• doi:10.11871/jfdc.issn.2096-742X.2026.04.007
• Frontiers of Data and Computing, 2026, 8(4): 99–110
• HTML ( 3 ) | PDF (3240 KB) ( 95 )
• Deepfake Speech Detection: Technological Evolution and Challenges
• WANG Danlin, TANG Yunqi
• CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.008
• doi:10.11871/jfdc.issn.2096-742X.2026.04.008
• Frontiers of Data and Computing, 2026, 8(4): 111–122
• HTML ( 3 ) | PDF (3210 KB) ( 70 )
• Heterogeneous Acceleration and Optimization of the Molecular-Dynamics Simulation Software FIREBALL
• JIN Runfeng, LIANG Wenhao, MA Yingjin, REN Pengju, JAMES P Lewis, JIN Zhong
• CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.009
• doi:10.11871/jfdc.issn.2096-742X.2026.04.009
• Frontiers of Data and Computing, 2026, 8(4): 123–135
• HTML ( 8 ) | PDF (2337 KB) ( 52 )
• A Rapid Simulation Method for Mechanical Properties of Automotive Air Conditioning Brackets
• LEI Jun, GONG Wenjuan, ZENG Duo, SHI Xiangcheng, NIU Ben, LIU Minxue
• CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.010
• doi:10.11871/jfdc.issn.2096-742X.2026.04.010
• Frontiers of Data and Computing, 2026, 8(4): 136–148
• HTML ( 4 ) | PDF (7653 KB) ( 20 )
• A Multi-Scale Temporal Difference Network for Depression Level Assessment from Facial Video
• ZHANG Zihao, ZHANG Xiaorui, SUN Wei, ZHOU Shiyu
• CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.011
• doi:10.11871/jfdc.issn.2096-742X.2026.04.011
• Frontiers of Data and Computing, 2026, 8(4): 149–161
• HTML ( 3 ) | PDF (5386 KB) ( 40 )
• PMDeUNet: a Lightweight Network Model for the Efficient Segmentation of Abdominal Medical Image
• LIN Yusong, LIANG Zhenyu, ZHAO Zhe
• CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.012
• doi:10.11871/jfdc.issn.2096-742X.2026.04.012
• Frontiers of Data and Computing, 2026, 8(4): 162–178
• HTML ( 6 ) | PDF (19719 KB) ( 29 )
• FaaS-Enabled Computing for Bioinformatics: a Comprehensive Review
• WANG Xiaoguang, CAO Rongqiang, WAN Meng, LI Kai, WANG Yangang, WANG Jue
• CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.013
• doi:10.11871/jfdc.issn.2096-742X.2026.04.013
• Frontiers of Data and Computing, 2026, 8(4): 179–190
• HTML ( 5 ) | PDF (1855 KB) ( 34 )
• Image Generation Method Integrating Classifier-Free Guidance and Caching Mechanism
• WANG Liangjun, QIAN Yi
• CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.014
• doi:10.11871/jfdc.issn.2096-742X.2026.04.014
• Frontiers of Data and Computing, 2026, 8(4): 191–202
• HTML ( 3 ) | PDF (21937 KB) ( 19 )
• A Review of Modeling and Simulation Research for Coal Supply Chains Based on Multi-Method Integration: Methods, Applications, and Development Trends
• GENG Hua, WANG Lina, GAO Manda, WANG Wenbin, LI Yawei, YOU Bo
• CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.015
• doi:10.11871/jfdc.issn.2096-742X.2026.04.015
• Frontiers of Data and Computing, 2026, 8(4): 203–213
• HTML ( 3 ) | PDF (1723 KB) ( 45 )
• Design and Implementation of an Energy Industry Knowledge Question-Answering System Based on Large Models and RAG Technology
• HAO Wenyu, LIU Wei, GAO Siyuan, LIANG Ling, YOU Bo
• CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.016
• doi:10.11871/jfdc.issn.2096-742X.2026.04.016
• Frontiers of Data and Computing, 2026, 8(4): 214–221
• HTML ( 9 ) | PDF (1994 KB) ( 73 )
• GAP: Efficient Geography-Aware Broadcast Transmission Method in Blockchain-Based DNS Systems
• LI Chang, LI Jingjing, WU Haibo, ZHU Zhixiang, YU Lida
• CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.017
• doi:10.11871/jfdc.issn.2096-742X.2026.04.017
• Frontiers of Data and Computing, 2026, 8(4): 222–233
• HTML ( 4 ) | PDF (4798 KB) ( 77 )
• Construction of Trade Event Knowledge Graph Based on Multi-Agent Collaboration and Complex Network Theory
• ZHOU Xiaofang, BAO Yanrong, GU Rongjie, WANG Xin
• CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.018
• doi:10.11871/jfdc.issn.2096-742X.2026.04.018
• Frontiers of Data and Computing, 2026, 8(4): 234–245
• HTML ( 4 ) | PDF (14400 KB) ( 21 )
• Fusing Label Semantics for Hierarchical Multi-Label Classification of Agricultural Science Data
• ZHANG Siyang, HU Lin
• CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.019
• doi:10.11871/jfdc.issn.2096-742X.2026.04.019
• Frontiers of Data and Computing, 2026, 8(4): 246–256
• HTML ( 12 ) | PDF (2172 KB) ( 28 )