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ResearcherID: GLU-3016-2022

Keywords

Prognostics and Health management, Machine Learning, Smart Manufacturing

Countries

United States

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Employment (1)

Seagate (United States): Fremont, California, US

2022-09-12 to present | Senior Data Scientist
Employment
Source: Self-asserted source
Yu Huang

Education and qualifications (2)

Florida Atlantic University: Boca Raton, FL, US

2018-08-14 to 2022-08-06 | Ph.D. (Computer and Electrical Engineering and Computer Science)
Education
Source: Self-asserted source
Yu Huang

Nanjing University of Aeronautics and Astronautics: Nanjing, CN

2015-09-01 to 2018-04-16 | Master's Degree (The College of Electrical & Mechanical Engineering)
Education
Source: Self-asserted source
Yu Huang

Works (19)

Ocean Currents Velocity Hindcast and Forecast Bias Correction Using a Deep-Learning Approach

Journal of Marine Science and Engineering
2024-09-20 | Journal article
DOI: 10.3390/jmse12091680
Contributors: Ali Muhamed Ali; Hanqi Zhuang; Yu Huang; Ali K. Ibrahim; Ali Salem Altaher; Laurent M. Chérubin
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Soft-Sensing Regression Model: From Sensor to Wafer Metrology Forecasting

Sensors
2023-10-10 | Journal article
DOI: 10.3390/s23208363
Contributors: Angzhi Fan; Yu Huang; Fei Xu; Sthitie Bom
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Genetic-GNN: Evolutionary architecture search for Graph Neural Networks

Knowledge-Based Systems
2022 | Journal article
DOI: 10.1016/J.KNOSYS.2022.108752
Contributors: Min Shi; Yufei Tang; Xingquan Zhu; Yu Huang; David Wilson; Yuan Zhuang; Jianxun Liu
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Physics-Coupled Spatio-Temporal Active Learning for Dynamical Systems

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3214544
Contributors: Yu Huang; Yufei Tang; Xingquan Zhu; Hanqi Zhuang; Laurent Cherubin
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Reliable machine prognostic health management in the presence of missing data

Concurrency and Computation: Practice and Experience
2022 | Journal article
DOI: 10.1002/CPE.5762
WOSUID: WOS:000525967700001
Contributors: Huang, Yu; Tang, Yufei; VanZwieten, James; Liu, Jianxun
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Physics-informed turbulence intensity infusion: A new hybrid approach for marine current turbine rotor blade fault detection

Ocean Engineering
2022-06 | Journal article
DOI: 10.1016/j.oceaneng.2022.111299
Contributors: Brittny Freeman; Yufei Tang; Yu Huang; James VanZwieten
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Prognostics With Variational Autoencoder by Generative Adversarial Learning

IEEE Transactions on Industrial Electronics
2022-01 | Journal article
DOI: 10.1109/TIE.2021.3053882
Contributors: Yu Huang; Yufei Tang; James VanZwieten
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Deep Learning Based Multi-Label Attack Detection for Distributed Control of AC Microgrids

IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)
2021 | Conference paper
DOI: 10.1109/SMARTGRIDCOMM51999.2021.9631998
Contributors: Sheik M. Mohiuddin; Junjian Qi; Sasha Fung; Yu Huang; Yufei Tang
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GAEN: Graph Attention Evolving Networks

Thirtieth International Joint Conference on Artificial Intelligence {IJCAI-21}
2021 | Conference paper
DOI: 10.24963/IJCAI.2021/213
Contributors: Min Shi; Yu Huang; Xingquan Zhu; Yufei Tang; Yuan Zhuang; Jianxun Liu
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GraSSNet: Graph Soft Sensing Neural Networks

IEEE International Conference on Big Data (Big Data)
2021 | Conference paper
DOI: 10.1109/BIGDATA52589.2021.9671903
WOSUID: WOS:000800559500078
Contributors: Huang, Yu; Zhang, Chao; Yella, Jaswanth; Petrov, Sergei; Qian, Xiaoye; Tang, Yufei; Zhu, Xingquan; Bom, Sthitie
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IEEE BigData 2021 Cup: Soft Sensing at Scale

IEEE International Conference on Big Data (Big Data)
2021 | Conference paper
DOI: 10.1109/BIGDATA52589.2021.9671769
WOSUID: WOS:000800559505112
Contributors: Petrov, Sergei; Zhang, Chao; Yella, Jaswanth; Huang, Yu; Qian, Xiaoye; Bom, Sthitie
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Mashup tag completion with attention-based topic model

Service Oriented Computing and Applications
2021 | Journal article
DOI: 10.1007/S11761-020-00302-0
WOSUID: WOS:000578653600001
Contributors: Shi, Min; Tang, Yufei; Huang, Yu; Lin, Maohua
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Physics-Informed Tensor-Train ConvLSTM for Volumetric Velocity Forecasting of the Loop Current

Frontiers in Artificial Intelligence
2021 | Journal article
DOI: 10.3389/FRAI.2021.780271
WOSUID: WOS:000751704800177
Contributors: Huang, Yu; Tang, Yufei; Zhuang, Hanqi; VanZwieten, James; Cherubin, Laurent
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Rotor blade imbalance fault detection for variable-speed marine current turbines via generator power signal analysis

Ocean Engineering
2021 | Journal article
DOI: 10.1016/J.OCEANENG.2021.108666
WOSUID: WOS:000625304400034
Contributors: Freeman, Brittny; Tang, Yufei; Huang, Yu; VanZwieten, James
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Soft Sensing Model Visualization: Fine-tuning Neural Network from What Model Learned

IEEE International Conference on Big Data (Big Data)
2021 | Conference paper
DOI: 10.1109/BIGDATA52589.2021.9671850
WOSUID: WOS:000800559502002
Contributors: Qian, Xiaoye; Zhang, Chao; Yella, Jaswanth; Huang, Yu; Huang, Ming-Chun; Bom, Sthitie
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Soft Sensing Transformer: Hundreds of Sensors are Worth a Single Word

IEEE International Conference on Big Data (Big Data)
2021 | Conference paper
DOI: 10.1109/BIGDATA52589.2021.9671925
WOSUID: WOS:000800559502013
Contributors: Zhang, Chao; Yella, Jaswanth; Huang, Yu; Qian, Xiaoye; Petrov, Sergei; Rzhetsky, Andrey; Bom, Sthitie
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Soft-Sensing ConFormer: A Curriculum Learning-based Convolutional Transformer

IEEE International Conference on Big Data (Big Data)
2021 | Conference paper
DOI: 10.1109/BIGDATA52589.2021.9671991
WOSUID: WOS:000800559502012
Contributors: Yella, Jaswanth; Zhang, Chao; Petrov, Sergei; Huang, Yu; Qian, Xiaoye; Minai, Ali A.; Bom, Sthitie
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WEC fault modelling and condition monitoring: A graph-theoretic approach

IET Electric Power Applications
2020 | Journal article
DOI: 10.1049/IET-EPA.2019.0763
WOSUID: WOS:000536106600007
Contributors: Tang, Yufei; Huang, Yu; Lindbeck, Erica; Lizza, Sam; VanZwieten, James; Tom, Nathan; Yao, Wei
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An Adversarial Learning Approach for Machine Prognostic Health Management

International Conference on High Performance Big Data and Intelligent Systems (HPBD&IS)
2019 | Conference paper
WOSUID: WOS:000491332900028
Contributors: Huang, Yu; Tang, Yufei; VanZwieten, James; Liu, Jianxun; Xiao, Xiaocong
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Peer review (26 reviews for 4 publications/grants)

Review activity for eTransportation. (1)
Review activity for Internet of things. (22)
Review activity for Ocean engineering. (1)
Review activity for Reliability engineering & systems safety. (2)
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