Frontiers of Data and Computing

2026 Vol. 8 No. 4

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

2026, 8 (4): 1–18;

CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.001

doi: 10.11871/jfdc.issn.2096-742X.2026.04.001

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2026 Vol. 8 No. 4

Research on a Full-Process Heterogeneous Computing Framework for OpenFOAM on Domestic Accelerator Cards

WANG Tiankuo, PENG Chao, CHEN Qiang, AN Min

2026, 8 (4): 19–29;

CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.002

doi: 10.11871/jfdc.issn.2096-742X.2026.04.002

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2026 Vol. 8 No. 4

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

2026, 8 (4): 30–41;

CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.003

doi: 10.11871/jfdc.issn.2096-742X.2026.04.003

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2026 Vol. 8 No. 4

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

2026, 8 (4): 42–71;

CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.004

doi: 10.11871/jfdc.issn.2096-742X.2026.04.004

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2026 Vol. 8 No. 4

Deficient Shoeprint Matching via Fusion of Multi-Scale Deep Features

SONG Jiuchang, TANG Yunqi, GUO Wei, ZHANG Jianan

2026, 8 (4): 72–86;

CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.005

doi: 10.11871/jfdc.issn.2096-742X.2026.04.005

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2026 Vol. 8 No. 4

Experiences from European Data Spaces Construction and Implications for China

TANG Yijie, XU Wen, LI Wei

2026, 8 (4): 87–98;

CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.006

doi: 10.11871/jfdc.issn.2096-742X.2026.04.006

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2026 Vol. 8 No. 4

Development and Application of a Quality Evaluation Model for In Situ Datasets

WANG Mengle, WU Xinqian, CHEN Zugang, LI Jing, LI Guoqing

2026, 8 (4): 99–110;

CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.007

doi: 10.11871/jfdc.issn.2096-742X.2026.04.007

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2026 Vol. 8 No. 4

Deepfake Speech Detection: Technological Evolution and Challenges

WANG Danlin, TANG Yunqi

2026, 8 (4): 111–122;

CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.008

doi: 10.11871/jfdc.issn.2096-742X.2026.04.008

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2026 Vol. 8 No. 4

Heterogeneous Acceleration and Optimization of the Molecular-Dynamics Simulation Software FIREBALL

JIN Runfeng, LIANG Wenhao, MA Yingjin, REN Pengju, JAMES P Lewis, JIN Zhong

2026, 8 (4): 123–135;

CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.009

doi: 10.11871/jfdc.issn.2096-742X.2026.04.009

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2026 Vol. 8 No. 4

A Rapid Simulation Method for Mechanical Properties of Automotive Air Conditioning Brackets

LEI Jun, GONG Wenjuan, ZENG Duo, SHI Xiangcheng, NIU Ben, LIU Minxue

2026, 8 (4): 136–148;

CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.010

doi: 10.11871/jfdc.issn.2096-742X.2026.04.010

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2026 Vol. 8 No. 4

A Multi-Scale Temporal Difference Network for Depression Level Assessment from Facial Video

ZHANG Zihao, ZHANG Xiaorui, SUN Wei, ZHOU Shiyu

2026, 8 (4): 149–161;

CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.011

doi: 10.11871/jfdc.issn.2096-742X.2026.04.011

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2026 Vol. 8 No. 4

PMDeUNet: a Lightweight Network Model for the Efficient Segmentation of Abdominal Medical Image

LIN Yusong, LIANG Zhenyu, ZHAO Zhe

2026, 8 (4): 162–178;

CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.012

doi: 10.11871/jfdc.issn.2096-742X.2026.04.012

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2026 Vol. 8 No. 4

FaaS-Enabled Computing for Bioinformatics: a Comprehensive Review

WANG Xiaoguang, CAO Rongqiang, WAN Meng, LI Kai, WANG Yangang, WANG Jue

2026, 8 (4): 179–190;

CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.013

doi: 10.11871/jfdc.issn.2096-742X.2026.04.013

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2026 Vol. 8 No. 4

Image Generation Method Integrating Classifier-Free Guidance and Caching Mechanism

WANG Liangjun, QIAN Yi

2026, 8 (4): 191–202;

CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.014

doi: 10.11871/jfdc.issn.2096-742X.2026.04.014

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2026 Vol. 8 No. 4

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

2026, 8 (4): 203–213;

CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.015

doi: 10.11871/jfdc.issn.2096-742X.2026.04.015

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2026 Vol. 8 No. 4

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

2026, 8 (4): 214–221;

CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.016

doi: 10.11871/jfdc.issn.2096-742X.2026.04.016

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2026 Vol. 8 No. 4

GAP: Efficient Geography-Aware Broadcast Transmission Method in Blockchain-Based DNS Systems

LI Chang, LI Jingjing, WU Haibo, ZHU Zhixiang, YU Lida

2026, 8 (4): 222–233;

CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.017

doi: 10.11871/jfdc.issn.2096-742X.2026.04.017

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2026 Vol. 8 No. 4

Construction of Trade Event Knowledge Graph Based on Multi-Agent Collaboration and Complex Network Theory

ZHOU Xiaofang, BAO Yanrong, GU Rongjie, WANG Xin

2026, 8 (4): 234–245;

CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.018

doi: 10.11871/jfdc.issn.2096-742X.2026.04.018

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2026 Vol. 8 No. 4

Fusing Label Semantics for Hierarchical Multi-Label Classification of Agricultural Science Data

ZHANG Siyang, HU Lin

2026, 8 (4): 246–256;

CSTR: 32002.14.jfdc.CN10-1649/TP.2026.04.019

doi: 10.11871/jfdc.issn.2096-742X.2026.04.019

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2026 Vol.8 No.3
2026 Vol.8 No.2
2026 Vol.8 No.1
2025 Vol.7 No.6

2026, Vol.8	No.3	No.2	No.1
2025, Vol.7	No.6	No.5	No.4	No.3	No.2	No.1
2024, Vol.6	No.6	No.5	No.4	No.3	No.2	No.1
2023, Vol.5	No.6	No.5	No.4	No.3	No.2	No.1
2022, Vol.4	No.6	No.5	No.4	No.3	No.2	No.1
2021, Vol.3	No.6	No.5	No.4	No.3	No.2	No.1
2020, Vol.2	No.6	No.5	No.4	No.3	No.2	No.1
2019, Vol.1	No.2	No.1

PaddlePaddle: An Open-Source Deep Learning Platform from Industrial Practice
Yanjun Ma,Dianhai Yu,Tian Wu,Haifeng Wang
2019, 1 (1): 105-115 doi:10.11871/jfdc.issn.2096.742X.2019.01.011
Abstract (17081) | HTML (911) | PDF (7401KB) (4288)

Key Technologies of Cyber Security Knowledge Graph
LI Xu,LIAN Yifeng,ZHANG Haixia,HUANG kezhen
2021, 3 (3): 9-18 doi:10.11871/jfdc.issn.2096-742X.2021.03.002
Abstract (12647) | HTML (241) | PDF (7105KB) (1648)

Materials Science Database in Material Research and Development: Recent Applications and Prospects
Li Zixin,Zhang Neng,Xiong Bin,Hu Yunfeng,Zhao Xinpeng,Huang Haiyou
2020, 2 (2): 78-90 doi:10.11871/jfdc.issn.2096-742X.2020.02.006
Abstract (12343) | HTML (220) | PDF (10346KB) (1707)

A Survey on Network Intrusion Detection Based on Deep Learning
XIAO Jianping,LONG Chun,ZHAO Jing,WEI Jinxia,HU Anlei,DU Guanyao
2021, 3 (3): 59-74 doi:10.11871/jfdc.issn.2096-742X.2021.03.006
Abstract (11890) | HTML (337) | PDF (13043KB) (2334)

Big Data Technology Applications in Agriculture
Wang Wensheng,Guo Leifeng
2020, 2 (2): 101-110 doi:10.11871/jfdc.issn.2096-742X.2020.02.008
Abstract (11876) | HTML (288) | PDF (7371KB) (1574)

A Survey on Few-Shot Image Semantic Segmentation
CHEN Qiong,YANG Yong,HUANG Tianlin,FENG Yuan
2021, 3 (6): 17-34 doi:10.11871/jfdc.issn.2096-742X.2021.06.002
Abstract (11778) | HTML (247) | PDF (16331KB) (1677)

Application of Deep Learning in Medical Imaging Analysis: A Survey
Yu Yizhou, Ma Jiechao, Shi Dejun, Zhou Zhen
2019, 1 (2): 37-52 doi:10.11871/jfdc.issn.2096-742X.2019.02.004
Abstract (11650) | HTML (311) | PDF (13574KB) (1890)

Computer Vision Detection and Analysis of Mesoscale Eddies in Marine Science
SHEN Biao,CHEN Yang,YANG Chen,LIU Bowen
2020, 2 (6): 30-41 doi:10.11871/jfdc.issn.2096-742X.2020.06.004
Abstract (11627) | HTML (67) | PDF (9476KB) (1030)

Research on Unsupervised KPI Anomaly Detection Based on Deep Learning
Zhang Shenglin,Lin Xiaofei,Sun Yongqian,Zhang Yuzhi,Pei Dan
2020, 2 (3): 87-100 doi:10.11871/jfdc.issn.2096-742X.2020.03.008
Abstract (11269) | HTML (163) | PDF (11129KB) (855)

Blockchain-Based Intelligent-Ware: A Novel Paradigm for Distributed Artificial Intelligence Research
YUAN Yong,OUYANG Liwei,WANG Xiao,WANG Feiyue
2021, 3 (1): 1-14 doi:10.11871/jfdc.issn.2096-742X.2021.01.001
Abstract (11210) | HTML (184) | PDF (10100KB) (863)

Research on the Recent Development and Future Trend of Data Mid-End Technology
Meng Su,Xishun Jia,Xiaomeng Du,Tiwei Gao
2019, 1 (1): 116-126 doi:10.11871/jfdc.issn.2096.742X.2019.01.012
Abstract (11184) | HTML (266) | PDF (10315KB) (1164)

Progress and Challenges of Medical Multimodal Data Fusion Methods Based on Deep Learning in Oncology
CAI Chengfei, LI Jun, JIAO Yiping, WANG Xiangxue, GUO Guanchen, XU Jun
2024, 6 (3): 3-14 doi:10.11871/jfdc.issn.2096-742X.2024.03.001
Abstract (10789) | HTML (208) | PDF (1552KB) (9461)

Current Status and Prospects of Genomics Data Analysis Methods
Chen Meili,Ma Yingke,Li Rujiao,Bao Yiming
2020, 2 (2): 1-19 doi:10.11871/jfdc.issn.2096-742X.2020.02.001
Abstract (10773) | HTML (333) | PDF (21169KB) (1744)

Preliminary Study on Public Service Application for Industrial Internet Identification Based on Blockchain
WANG Lijuan,LIU Jia,WANG Shu,GUO Zhibing,ZHOU Yuanchun
2021, 3 (1): 60-73 doi:10.11871/jfdc.issn.2096-742X.2021.01.005
Abstract (10629) | HTML (52) | PDF (8792KB) (935)

A Survey on Multi-controller Consensus Mechanisms
GUAN Jianfeng,NIU Xiaotong,GAO Xianming,YAN Zhiwei
2021, 3 (1): 15-33 doi:10.11871/jfdc.issn.2096-742X.2021.01.002
Abstract (10302) | HTML (55) | PDF (14389KB) (1104)

Earth System Model: CAS-ESM
Zhou Guangqing,Zhang Yunquan,Jiang Jinrong,Zhang He,Wu Baodong,Cao Hang,Wang Tianyi,Hao Huiqun,Zhu Jiawen,Yuan Liang,Zhang Minghua
2020, 2 (1): 38-54 doi:10.11871/jfdc.issn.2096-742X.2020.01.004
Abstract (10290) | HTML (183) | PDF (12318KB) (1640)

Efficient Computing for Artificial Intelligence and Big Data
Li kenli,Yang Wangdong,Chen Cen,Chen Jianguo,Ding Yan
2020, 2 (1): 27-37 doi:10.11871/jfdc.issn.2096-742X.2020.01.003
Abstract (10181) | HTML (103) | PDF (10110KB) (1286)

Edge Intelligence: A New Exploration for Artificial Intelligence Expanding to Edge
Mo Zijia,Gao Zhipeng,Miao Dong
2020, 2 (4): 16-27 doi:10.11871/jfdc.issn.2096-742X.2020.04.002
Abstract (10163) | HTML (158) | PDF (9445KB) (1149)

An Intelligent Security Operation Technology System Framework AISecOps
ZHANG Runzi,LIU Wenmao
2021, 3 (3): 32-47 doi:10.11871/jfdc.issn.2096-742X.2021.03.004
Abstract (10124) | HTML (90) | PDF (11632KB) (765)

Research on Geoscience Big Data Processing Framework and Key Techniques
Zhang Yaonan,Ai Minghao,Kang Jianfang,Min Yufang
2020, 2 (2): 91-100 doi:10.11871/jfdc.issn.2096-742X.2020.02.007
Abstract (10120) | HTML (140) | PDF (8180KB) (1313)

Screening and Predication of Solid Electrolyte Based on Visualization
PU Jiansu,ZHU Zhengguo,SHAO Hui,GAO Boyang,ZHU Yanlin,YAN Zongkai,XIANG Yong
2021, 3 (4): 18-29 doi:10.11871/jfdc.issn.2096-742X.2021.04.002
Abstract (10104) | HTML (152) | PDF (28318KB) (1347)

Hotspots and Trend Analysis of Blockchain Applications in Internet of Things
LYU Hairong,JIANG Nan,XU Ruikun,ZHOU Rongchen
2021, 3 (1): 34-47 doi:10.11871/jfdc.issn.2096-742X.2021.01.003
Abstract (10047) | HTML (76) | PDF (10549KB) (876)

A Survey on Popular Digital Audio Prediction Techniques
ZHANG Yining,HE Hongbo,WANG Runqiang
2021, 3 (4): 81-92 doi:10.11871/jfdc.issn.2096-742X.2021.04.007
Abstract (10039) | HTML (26) | PDF (9208KB) (937)

Research on Edge Resource Scheduling Solutions for Computing Power Network
Li Mingxuan,Cao Chang,Tang Xiongyan,He Tao,Li Jianfei,Liu Qiuyan
2020, 2 (4): 80-91 doi:10.11871/jfdc.issn.2096-742X.2020.04.007
Abstract (10035) | HTML (222) | PDF (9882KB) (1790)

Research and Design of SD-WAN System Based on Blockchain
Zhuang Liwan,Jin Tao,Zhang Chen,Huang Tao
2020, 2 (5): 41-51 doi:10.11871/jfdc.issn.2096-742X.2020.05.005
Abstract (10027) | HTML (66) | PDF (6586KB) (2637)

ESDRec: A Data Recommendation Model for Earth Big Data Platform
XU Songyuan,LIU Feng
2023, 5 (1): 55-64 doi:10.11871/jfdc.issn.2096-742X.2023.01.005
Abstract (9992) | HTML (32) | PDF (8029KB) (267)

SKS: A Platform for Big Data Based Scientific Knowledge Graph
Yuanchun Zhou,Qingling Chang,Yi Du
2019, 1 (1): 82-93 doi:10.11871/jfdc.issn.2096.742X.2019.01.009
Abstract (9962) | HTML (257) | PDF (11789KB) (2399)

Multi-Granularity Cognitive Computing—A New Model for Big Data Intelligent Computing
Wang Guoyin, Yu Hong
2019, 1 (2): 75-85 doi:10.11871/jfdc.issn.2096-742X.2019.02.007
Abstract (9908) | HTML (477) | PDF (9520KB) (1844)

Graph Matching Text Classification Based on KG
LAN Ge,WANG Jinyu,SUN Yufei,ZHANG Yuzhi
2022, 4 (2): 39-49 doi:10.11871/jfdc.issn.2096-742X.2022.02.004
Abstract (9896) | HTML (85) | PDF (8430KB) (449)

The Implementation and Optimization of LICOM on GPUs
Zhang Liuying,Wang Pengfei,Zhang Feng,Liu Hailong,Lin Pengfei,Wang Tao,Wei Junlin,Tian Shaobo,Jiang Jinrong,Chi Xuebin
2020, 2 (4): 92-104 doi:10.11871/jfdc.issn.2096-742X.2020.04.008
Abstract (9882) | HTML (121) | PDF (13769KB) (1194)

Authenticity Identification of Cigarettes Based on Attention Mechanism and High-resolution Network
XIAO Nan,ZHOU Mingzhu,XING Jun,LUO Ze,LI Xiaohui
2021, 3 (5): 118-129 doi:10.11871/jfdc.issn.2096-742X.2021.05.009
Abstract (9744) | HTML (31) | PDF (8656KB) (275)

A Survey on Clinical Oriented CT Image Denoising
PU Xiaorong,HUANG Jiaxin,LIU Junchi,SUN Jiayu,LUO Jixiang,ZHAO Yue,CHEN Kecheng,REN Yazhou
2021, 3 (6): 35-49 doi:10.11871/jfdc.10-1649.2021.06.003
Abstract (9741) | HTML (84) | PDF (13051KB) (677)

Discovering Interdisciplinary Research Based on Word Embedding
HE Tao,WANG Guifang,MA Tingcan
2021, 3 (6): 50-59 doi:10.11871/jfdc.issn.2096-742X.2021.06.004
Abstract (9736) | HTML (25) | PDF (10402KB) (114)

Artificial Intelligence: Developments and Advances in 2019
Sun Zhenan,Zhang Zhaoxiang,Wang Wei,Liu Fei,Tan Tieniu
2019, 1 (2): 1-16 doi:10.11871/jfdc.issn.2096-742X.2019.02.001
Abstract (9644) | HTML (252) | PDF (13407KB) (1201)

Direct Numerical Simulation of Hypersonic Turbulence Based on CPU/GPU Heterogeneous System Architecture
Dang Guanlin,Liu Shiwei,Hu Xiaodong,Zhang Jian,Li Xinliang
2020, 2 (1): 105-116 doi:10.11871/jfdc.issn.2096-742X.2020.01.009
Abstract (9607) | HTML (115) | PDF (9068KB) (1194)

Cyberspace Identification Service Based on Blockchain
Zhang Man,Li Hongtao,Dong Kejun,Yan Zhiwei
2020, 2 (5): 52-64 doi:10.11871/jfdc.issn.2096-742X.2020.05.006
Abstract (9592) | HTML (34) | PDF (8788KB) (868)

Chinese Herbal Quality and Safety Management Model Based on Blockchain
Liu Jiameng,Peng Shaoliang,Li kenli,Jiang Hongbo,Long Chengnian
2020, 2 (5): 65-75 doi:10.11871/jfdc.issn.2096-742X.2020.05.007
Abstract (9555) | HTML (19) | PDF (8738KB) (115)

A Deep Learning Based Method for Remote Sensing Image Parcel Segmentation
ZHAO Weiyu,ZHANG Honghai,ZHONG Bo
2021, 3 (2): 133-141 doi:10.11871/jfdc.issn.2096-742X.2021.02.015
Abstract (9508) | HTML (111) | PDF (7505KB) (1133)

Application-driven Big Data and Artificial Intelligence Integration Platform Construction
Bo Kang,Zijun Xia,Xiangfei Meng
2019, 1 (1): 35-45 doi:10.11871/jfdc.issn.2096.742X.2019.01.005
Abstract (9494) | HTML (248) | PDF (12472KB) (1472)

Intelligent Network Management and Control Architecture and Key Technologies for Future 6G Networks
Yu Peng,Li Wenjing,Feng Lei,Zhou Fanqin,Yang Yang,Qiu Xuesong
2020, 2 (3): 32-44 doi:10.11871/jfdc.issn.2096-742X.2020.03.003
Abstract (9415) | HTML (135) | PDF (10663KB) (1022)

Multimodal Interaction: From Human-Computer Collaboration to Human-Intelligence Collaboration
WANG Zhenyuan, TIAN Dong, DONG Yu, QIAO Na, SHAN Guihua
2025, 7 (3): 81-93 doi:10.11871/jfdc.issn.2096-742X.2025.03.007
Abstract (0) | HTML (0) | PDF (1149KB) (27036)

A Review of Computational Models for Corporate Credit Rating
TIAN Yiqing, CHENG Xi, FENG Bojing
2023, 5 (4): 139-153 doi:10.11871/jfdc.issn.2096-742X.2023.04.012
Abstract (6290) | HTML (56) | PDF (1218KB) (21509)

A Survey on Local Differential Privacy
SUN Yifan, ZHANG Rui, TAO Yang, GAO Birou, QIN Shihan, AN Chao
2023, 5 (5): 74-97 doi:10.11871/jfdc.issn.2096-742X.2023.05.007
Abstract (7181) | HTML (124) | PDF (3141KB) (18664)

Innovative Development of the CAS Supercomputing Center
QIAN Fang, CHAI Fangjiao, ZHAO Yunqing, TIAN Yuan, BAI Yidi, JIANG Jinrong
2025, 7 (3): 15-29 doi:10.11871/jfdc.issn.2096-742X.2025.03.002
Abstract (0) | HTML (0) | PDF (1489KB) (18123)

Hyperspectral Image Classification Method Combining Transformer and Multi-Layer Feature Aggregation
CHEN Dong, LI Ming, CHEN Shuwen
2023, 5 (3): 138-151 doi:10.11871/jfdc.issn.2096-742X.2023.03.010
Abstract (6321) | HTML (150) | PDF (2502KB) (17310)

Research on Short Video Popularity Prediction Based on Multimodal Features: A Case Study of Douyin Platform
MI Saixue,ZHANG Qi,ZHANG Shihao,LI Gen
2026, 8 (1): 183-194 doi:10.11871/jfdc.issn.2096-742X.2026.01.015
Abstract (5400) | HTML (47) | PDF (3250KB) (16559)

A Survey on Blockchain-Based Trusted Data Elements Circulation
ZHONG Ziyue, ZHU Changhao, LI Junzhe, ZHANG Meihui
2023, 5 (5): 46-62 doi:10.11871/jfdc.issn.2096-742X.2023.05.005
Abstract (6449) | HTML (91) | PDF (1826KB) (16144)

The Development and Prospects of Informatization Applications in Dual-Carbon Atmospheric Environment Based on Artificial Intelligence and Big Data
ZHU Mingming, CAO Wudi, WU Lin, WANG Zixi, LIAO Qi, ZHANG Si, TANG Xiao, LI Jie, WANG Jing, WANG Yangang, WANG Zifa
2023, 5 (3): 2-12 doi:10.11871/jfdc.issn.2096-742X.2023.03.001
Abstract (8127) | HTML (106) | PDF (1651KB) (14687)

Deepfake Detection Based on Incremental Learning
ZHAO Zejun, FAN Zhenfeng, DING Bo, XIA Shihong
2023, 5 (6): 42-57 doi:10.11871/jfdc.issn.2096-742X.2023.06.005
Abstract (4402) | HTML (63) | PDF (6487KB) (14437)

Research Focus and Research Trend in Photonic Chip
SHEN Xiang, YU Jieping, WANG Li
2023, 5 (4): 3-15 doi:10.11871/jfdc.issn.2096-742X.2023.04.001
Abstract (4850) | HTML (107) | PDF (1608KB) (13916)

An AI-for-Science Platform of Molecular Dynamics with Ab initio Accuracy
LIU Tao, ZHAO Tong, TAN Guangming, JIA Weile
2023, 5 (3): 13-28 doi:10.11871/jfdc.issn.2096-742X.2023.03.002
Abstract (5719) | HTML (70) | PDF (2011KB) (13853)

A Study of the Impact of Regulations on Cross-Border Data Flow on the Export Technology Complexity of Digital Trade
CONG Yingnan, PENG You, ZHU Jinqing
2023, 5 (5): 23-34 doi:10.11871/jfdc.issn.2096-742X.2023.05.003
Abstract (5830) | HTML (58) | PDF (2094KB) (13799)

Progress on Large-Scale Soil Moisture Products by Fusion of Multi-Source Microwave Remote Sensing Datasets: a Review
LIU Yangxiaoyue, YANG Yaping
2023, 5 (5): 119-127 doi:10.11871/jfdc.issn.2096-742X.2023.05.010
Abstract (4513) | HTML (65) | PDF (1575KB) (9570)

Progress and Challenges of Medical Multimodal Data Fusion Methods Based on Deep Learning in Oncology
CAI Chengfei, LI Jun, JIAO Yiping, WANG Xiangxue, GUO Guanchen, XU Jun
2024, 6 (3): 3-14 doi:10.11871/jfdc.issn.2096-742X.2024.03.001
Abstract (10789) | HTML (208) | PDF (1552KB) (9461)

A Knowledge-Driven and Data-Driven Integration Method for Korean Auto-Pronunciation
CAO Dezhi, WU Licheng, ZHAO Yue
2023, 5 (5): 164-173 doi:10.11871/jfdc.issn.2096-742X.2023.05.014
Abstract (3699) | HTML (38) | PDF (2341KB) (7450)

Status, Challenges, and Trends of Data-Intensive Supercomputing
WEI Jia, CHEN Mo, WANG Longxiang, REN Pei, LEI Yujia, QU Yuqi, JIANG Qiyu, DONG Xiaoshe, WU Weiguo, ZHANG Kaili, ZHANG Xingjun
2023, 5 (3): 66-91 doi:10.11871/jfdc.issn.2096-742X.2023.03.006
Abstract (4695) | HTML (66) | PDF (2092KB) (7233)

Construction of Marine Scientific Data Collection and Sharing Platform
REN Huanping, LI Yifan, ZHANG Bin, ZHENG Shuangqiang, WANG Yanjun, FENG Liqiang, LI Fuchao
2024, 6 (3): 92-98 doi:10.11871/jfdc.issn.2096-742X.2024.03.010
Abstract (6848) | HTML (36) | PDF (1830KB) (7100)

Progress in Research and Application of Text Embedding Technology
ZHAO Yueyang, CUI Lei
2023, 5 (3): 92-110 doi:10.11871/jfdc.issn.2096-742X.2023.03.007
Abstract (5310) | HTML (51) | PDF (1333KB) (7015)

Research on Data Governance Suggestions Based on Comparing Data Cross-Border Demand between China and the United States
JIANG Songhao
2024, 6 (5): 57-65 doi:10.11871/jfdc.issn.2096-742X.2024.05.006
Abstract (5352) | HTML (48) | PDF (872KB) (6279)

A Survey of Pharmacokinetics of Traditional Chinese Medicine Based on Multimodal Artificial Intelligence Data Fusion
GUO Huijie,ZHOU Yongjie,XU Jianzhen
2025, 7 (2): 149-160 doi:10.11871/jfdc.issn.2096-742X.2025.02.015
Abstract (5064) | HTML (76) | PDF (1687KB) (6064)

Multi-Level Data Augmentation Method for Aspect-Based Sentiment Analysis
ZHANG Rong, LIU Yuan
2023, 5 (5): 140-153 doi:10.11871/jfdc.issn.2096-742X.2023.05.012
Abstract (6018) | HTML (46) | PDF (6733KB) (5906)

An Analysis of Stock Trading Algorithms Based on Reinforcement Learning Methods
LIAO Yuming,LU Yutong
2026, 8 (1): 35-44 doi:10.11871/jfdc.issn.2096-742X.2026.01.004
Abstract (3899) | HTML (19) | PDF (3151KB) (5821)

CAE-Bench：An Evaluation of Large Language Models in Structural Mechanics Simulation
LIU Dianyu,LIU Qingkai,XIAO Yuyang,WANG Jie
2025, 7 (4): 155-168 doi:10.11871/jfdc.issn.2096-742X.2025.04.013
Abstract (5841) | HTML (50) | PDF (2388KB) (5731)

Application of Deep Learning in Dental Implant Imaging: Research Progress and Challenges
ZHENG Yinuo, SUN Muyi, ZHANG Hongyun, ZHANG Jing, DENG Tianzheng, LIU Qian
2024, 6 (3): 41-49 doi:10.11871/jfdc.issn.2096-742X.2024.03.004
Abstract (7553) | HTML (54) | PDF (1411KB) (4624)

Jump Information, Machine Learning Models, and Realized Volatility Forecasting
FENG Wenjun,ZHANG Zhengjun,WANG Yiming
2026, 8 (1): 45-63 doi:10.11871/jfdc.issn.2096-742X.2026.01.005
Abstract (3821) | HTML (20) | PDF (1536KB) (4496)

Development and Practice of Learning Management System in Large-Scale Organizations: A Technological Evolution Perspective
ZHAO Yixia, XIONG Ying, WANG Runqiang, LIU Yang, TAO Yiyuan
2025, 7 (3): 94-110 doi:10.11871/jfdc.issn.2096-742X.2025.03.008
Abstract (0) | HTML (0) | PDF (2126KB) (4356)

PaddlePaddle: An Open-Source Deep Learning Platform from Industrial Practice
Yanjun Ma,Dianhai Yu,Tian Wu,Haifeng Wang
2019, 1 (1): 105-115 doi:10.11871/jfdc.issn.2096.742X.2019.01.011
Abstract (17081) | HTML (911) | PDF (7401KB) (4288)

Design and Practice of Meteorological Cybersecurity Operations Platform
TIAN Zheng,DENG Xin,FENG Wei,ZHAO Licheng,CHEN Xin,ZHONG Lei,PAN Yuting
2025, 7 (4): 208-218 doi:10.11871/jfdc.issn.2096-742X.2025.04.017
Abstract (3297) | HTML (5) | PDF (3660KB) (4051)

A Review of Force Field Models Based on Machine Learning
CHEN Meilin, LIU Duanyang, XU Liming, WANG Yang
2023, 5 (4): 27-37 doi:10.11871/jfdc.issn.2096-742X.2023.04.003
Abstract (7118) | HTML (106) | PDF (1372KB) (3798)

Global Model and Personalized Model of Federated Learning:Status and Prospect
XIU Hanwen, LI He, CAO Rongqiang, WAN Meng, LI Kai, WANG Yangang
2024, 6 (1): 113-124 doi:10.11871/jfdc.issn.2096-742X.2024.01.011
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A Review of the Research and Application of Privacy Risk Assessment Techniques for Generative Models Based on Inference Attacks
ZHANG Ninghui, LONG Chun, WAN Wei, LI Jing, YANG Fan, WEI Jinxia, FU Yuhao
2025, 7 (3): 48-66 doi:10.11871/jfdc.issn.2096-742X.2025.03.005
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Polymer Molecular Dynamics Simulation Software PyGAMD and Its Adaptation to the Domestic Heterogeneous Computing Platform
YU Zhuochen, PU Xin, HAN Bingyu, ZHU Youliang, LYU Zhongyuan
2024, 6 (1): 3-11 doi:10.11871/jfdc.issn.2096-742X.2024.01.001
Abstract (5853) | HTML (82) | PDF (3367KB) (3453)

Performance Analysis and Runtime Optimization of GROMACS on Kunpeng-920 Platform
YUAN Huifeng, LU Teng, ZHU Yanchao, YAN Chen, MA Yingjin, LIU Qian, JIN Zhong
2024, 6 (4): 182-193 doi:10.11871/jfdc.issn.2096-742X.2024.04.016
Abstract (4601) | HTML (50) | PDF (1296KB) (3434)

A Survey on Physical Adversarial Attacks towards Face Recognition
CAO Can, SI Qiang, YOU Xuesong, DENG Qiyao, LI Qi, YAN Zhiyuan
2023, 5 (3): 49-65 doi:10.11871/jfdc.issn.2096-742X.2023.03.005
Abstract (5075) | HTML (55) | PDF (7794KB) (3400)

An Overview of Object Detection Datasets
LI Lin, WANG Jiahua, ZHOU Chenyang, KONG Siman, SUN Jianzhi
2024, 6 (2): 177-193 doi:10.11871/jfdc.issn.2096-742X.2024.02.016
Abstract (5638) | HTML (36) | PDF (8080KB) (3328)

Research Data Network: Concept, Systems and Applications
SHEN Zhihong, ZHU Xiaojie, WANG Huajin, TONG Jizhou, GUO Xuebing, WU Hui, MIN Yufang, WU Linhuan
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A Review of Concept Drift in the Field of Network Anomaly Detection
DU Guanyao, GUO Yongjie, LONG Chun, ZHAO Jing, WAN Wei
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Research on Topic Recognition and Analysis Based on LDA and Move Tagging
ZHANG Hui, CHUAN Limin, ZHENG Huaiguo, ZHAO Jingjuan, QI Shijie
2023, 5 (5): 107-118 doi:10.11871/jfdc.issn.2096-742X.2023.05.009
Abstract (4499) | HTML (45) | PDF (3377KB) (3086)

Design and Application of a Virtual Computing System in Synchrotron Light Source
XU Jiping, HU Qingbao, LI Yakang, QI Fazhi, ZHENG Wei, CUI Tao, YAN Xiaofei, ZENG Shan
2024, 6 (3): 73-82 doi:10.11871/jfdc.issn.2096-742X.2024.03.008
Abstract (3905) | HTML (23) | PDF (1348KB) (3058)

Application of Container Technology in High Performance Computing Environment
LU Shasha,XIAO Haili,WANG Xiaoning
2021, 3 (6): 118-126 doi:10.11871/jfdc.10-1649.2021.06.009
Abstract (8485) | HTML (71) | PDF (6067KB) (2919)

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2026
Vol. 8 / No. 4

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主办：中国科学院计算机网络信息中心

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