Danya Xu - Publications, H-index & Citations

Danya Xu

Northeastern University

18H指数

78论文数

1.6K被引数

收录论文 28

发表时间

Model-Heterogeneous Federated Fault Diagnosis With Distilled Data Aggregation and Proxy-Based Tridirectional Training 模型异构联邦故障诊断与蒸馏数据聚合及基于代理的三向训练

IEEE Transactions on Industrial Informatics

IF9.9

2026-09-10

PREAI

Danya Xu; Mingwei Jia; Yi Liu; Tao Chen; Tianyou Chai; Tao Yang; Yiu-Ming Cheung

Toward an Arctic Ocean forecast system based on Finite Volume Community Ocean model 张, Y.; 梁Y.; 陈C.; Beardsley, R.C.; 查Y.; 王D.; 周Y.; 徐Q.; 祁J.; 左J.; 等. 基于有限体积海洋模型社区(Finite Volume Community Ocean model)的北极海洋预报系统研究. 海洋模型. 2026, 201, 102714. [Google Scholar] [CrossRef]

Ocean Modelling

IF2.9

2026-04-01

PREAI

Zhang, Yu; Liang, Yufei; Chen, Changsheng; Beardsley, Robert C.; Zha, Yufan; Wang, Deshuai; Zhou, Yi; Xu, Qichun; Qi, Jianhua; Zuo, Juncheng; Xu, Danya

Federated Open-Set Fault Diagnosis for Unknown Bearing Fault Detection 用于未知轴承故障检测的联合开集故障诊断

Mechanical Systems and Signal Processing

IF8.9

2026-01-22

PREAI

Danya Xu; Mingwei Jia; Tao Chen; Yi Liu; Dongyue Chen; Tianyou Chai; Tao Yang

Personalized federated learning with mixture of experts and conformal prediction for household energy forecasting 基于专家混合模型和一致性预测的个性化联邦学习用于家庭能源预测

Expert Systems with Applications

IF7.5

2025-11-19

PREAI

Jingfei Wang; Danya Xu; Lei Xing; Tao Chen; Yi Liu; Mohammad Shahidehpour; Tao Yang

Teacher-student-based contrastive autoencoder for industrial process fault isolation with limited fault data 基于教师-学生对比自编码器的工业过程故障隔离方法（数据有限）

Journal of the Franklin Institute

IF0

2025-07-14

PREAI

Mingwei Jia; Danya Xu; Tao Yang; Yi Liu; Zengliang Gao

Challenges in improving Arctic freshwater simulations: An evaluation of CMIP6 models in the Beaufort Gyre region 改进北极淡水模拟的挑战：对Beaufort Gyre地区CMIP6模型的评估

Ocean Modelling

IF2.9

2025-05-26

PREAI

Yu Zhang; Zhou Ye; Feifan Chen; Changsheng Chen; Guoping Gao; Robert C. Beardsley; Deshuai Wang; Jianhua Qi; Danya Xu; Yi Zhou

Assessment of radar freeboard, radar penetration rate, and snow depth for potential improvements in Arctic sea ice thickness retrieved from CryoSat-2

COLD REGIONS SCIENCE AND TECHNOLOGY

IF3.8

2025-03-01

PREAI

Zhou, Yi; Zhang, Yu; Chen, Changsheng; Li, Lele; Xu, Danya; Beardsley, Robert C.; Shao, Weizeng

Transformer-based probabilistic demand forecasting with adaptive online learning 基于自适应在线学习的变压器概率需求预测

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2025-03-01

PREAI

Wang, Jingfei; Xu, Danya; Li, Yuanzheng; Shahidehpour, Mohammad; Yang, Tao

DeFedTL: A Decentralized Federated Transfer Learning Method for Fault Diagnosis DeFedTL: 一种用于故障诊断的分散式联邦转移学习方法

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2025-02-01

PREAI

Xu, Danya; Liu, Yi; Wen, Guanghui; Jin, Yaochu; Chai, Tianyou; Yang, Tao

Decentralized federated domain generalization with cluster alignment for fault diagnosis 用于故障诊断的具有聚类对齐的分散联合域泛化

CONTROL ENGINEERING PRACTICE

IF4.6

2024-07-01

PREAI

Xu, Danya; Jia, Mingwei; Chen, Tao; Liu, Yi; Chai, Tianyou; Yang, Tao

Graph-guided masked autoencoder for process anomaly detection 用于过程异常检测的图引导掩码自动编码器

PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

IF7.8

2024-06-01

PREAI

Jia, Mingwei; Xu, Danya; Yang, Tao; Yao, Yuan; Liu, Yi

Physics-guided graph learning soft sensor for chemical processes 基于物理指导的化工过程图形学习软测量

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2024-06-01

PREAI

Liu, Yi; Jia, Mingwei; Xu, Danya; Yang, Tao; Yao, Yuan

EEMD-ConvLSTM: a model for short-term prediction of two-dimensional wind speed in the South China Sea

APPLIED INTELLIGENCE

IF3.5

2023-11-15

PREAI

Sun, Handan; Song, Tao; Li, Ying; Yang, Kunlin; Xu, Danya; Meng, Fan

Probabilistic forecasting of tropical cyclones intensity using machine learning model 基于机器学习模型的热带气旋强度概率预报

ENVIRONMENTAL RESEARCH LETTERS

IF5.6

2023-04-13

OAAI

Meng, Fan; Yao, Yichen; Wang, Zhibin; Peng, Shiqiu; Xu, Danya; Song, Tao

Evapotranspiration responses to CO2 and its driving mechanisms in four ecosystems based on CMIP6 simulations: Forest, shrub, farm and grass

ENVIRONMENTAL RESEARCH

IF7.7

2023-04-01

OAAI

Lu, Tianwei; Han, Yong; Dong, Li; Zhang, Yurong; Zhu, Xian; Xu, Danya

Graph convolutional network soft sensor for process quality prediction 图卷积网络软测量在过程质量预测中的应用

JOURNAL OF PROCESS CONTROL

IF3.9

2023-03-01

PREAI

Jia, Mingwei; Xu, Danya; Yang, Tao; Liu, Yi; Yao, Yuan

ATDNNS: An adaptive time-frequency decomposition neural network-based system for tropical cyclone wave height real-time forecasting

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2022-08-01

PREAI

Meng, Fan; Xu, Danya; Song, Tao

Simulating Tropical Cyclone Passive Microwave Rainfall Imagery Using Infrared Imagery via Generative Adversarial Networks

ieee geoscience and remote sensing magazine

IF4.4

2022-01-01

PREAI

Meng, Fan; Song, Tao; Xu, Danya

Impacts of atmospheric and oceanic factors on monthly and interannual variations of polynya in the East Siberian Sea and Chukchi Sea

ADVANCES IN CLIMATE CHANGE RESEARCH

IF5.2

2021-08-01

OAAI

Zhang Yu; Zhang Yan-Yan; Xu Dan-Ya; Chen Chang-Sheng; Shen Xin-Yi; Hu Song; Chang Liang; Zhou Xiang-Qian; Feng Gui-Ping

Role of sea level pressure in variations of the Canadian Arctic Archipelago throughflow

ADVANCES IN CLIMATE CHANGE RESEARCH

IF5.2

2021-08-01

OAAI

Zhang Yu; Chen Chang-Sheng; Shen Xin-Yi; Xu Dan-Ya; Shao Wei-Zeng; Beardsley, Robert C.; Chang Liang; Feng Gui-Ping

研究方向