Qiaofeng Li, Ph.D.

Qiaofeng Li, Ph.D.

Assistant professor, Zhejiang University

Publications

Journal Publications

First & Corresponding Author

  1. Metalearning generalizable dynamics from trajectories
    Qiaofeng Li, Tianyi Wang, Vwani Roychowdhury*, M.K. Jawed*
    Physical Review Letters, 2023
    [bib] [journal page]

    @article{Li2023Metalearning,
  title = {Metalearning Generalizable Dynamics from Trajectories},
  author = {Li, Qiaofeng and Wang, Tianyi and Roychowdhury, Vwani and Jawed, M. K.},
  journal = {Phys. Rev. Lett.},
  volume = {131},
  issue = {6},
  pages = {067301},
  numpages = {6},
  year = {2023},
  month = {Aug},
  publisher = {American Physical Society},
  doi = {10.1103/PhysRevLett.131.067301}
}

  2. Bayesian chemical reaction neural network for autonomous kinetic uncertainty quantification
    Qiaofeng Li, Huaibo Chen, Benjamin C. Koenig, Sili Deng*
    Physical chemistry chemical physics, 2023
    [bib] [journal page]

    @article{Li2023Bayesian,
  title={Bayesian chemical reaction neural network for autonomous kinetic uncertainty quantification},
  author={Li, Qiaofeng and Chen, Huaibo and Koenig, Benjamin C and Deng, Sili},
  journal={Physical Chemistry Chemical Physics},
  volume={25},
  number={5},
  pages={3707--3717},
  year={2023},
  publisher={Royal Society of Chemistry}
}

  3. Rapidly encoding generalizable dynamics in a Euclidean symmetric neural network
    Qiaofeng Li, Tianyi Wang, Vwani Roychowdhury*, M.K. Jawed*
    Extreme Mechanics Letters, 2023
    [bib] [journal page]

    @article{Li2022Rapidly,
	title = {Rapidly encoding generalizable dynamics in a Euclidean symmetric neural network},
	journal = {Extreme Mechanics Letters},
	pages = {101925},
	year = {2022},
	doi = {https://doi.org/10.1016/j.eml.2022.101925},
	author = {Qiaofeng Li and Tianyi Wang and Vwani Roychowdhury and M.K. Jawed}
}

  4. A self-floating oscillating surge wave energy converter
    Qiaofeng Li, Jia Mi, Xiaofan Li, Shuo Chen, Boxi Jiang, Lei Zuo*
    Energy, 2021
    [bib] [journal page]

    @article{Li2021Self,
   title = {A self-floating oscillating surge wave energy converter},
   journal = {Energy},
   pages = {120668},
   year = {2021},
   issn = {0360-5442},
   doi = {https://doi.org/10.1016/j.energy.2021.120668},
   author = {Qiaofeng Li and Jia Mi and Xiaofan Li and Shuo Chen and Boxi Jiang and Lei Zuo}
}

  5. Group Relevance Vector Machine for sparse force localization and reconstruction
    Wei Feng, Qiaofeng Li*, Qiuhai Lu, Chen Li, Bo Wang
    Mechanical Systems and Signal Processing, 2021
    [bib] [journal page]

    @article{Feng2021Group,
   title = {Group Relevance Vector Machine for sparse force localization and reconstruction},
   journal = {Mechanical Systems and Signal Processing},
   volume = {161},
   pages = {107900},
   year = {2021},
   issn = {0888-3270},
   doi = {https://doi.org/10.1016/j.ymssp.2021.107900},
   author = {Wei Feng and Qiaofeng Li and Qiuhai Lu and Chen Li and Bo Wang}
}

  6. Tunable wave energy converter using variable inertia flywheel
    Qiaofeng Li, Xiaofan Li, Jia Mi, Boxi Jiang, Shuo Chen, Qiuchi Xiong, Lei Zuo*
    IEEE Transactions on Sustainable Energy, 2021
    [bib] [journal page]

    @article{Li2021Tunable,
   author={Li, Qiaofeng and Li, Xiaofan and Mi, Jia and Jiang, Boxi and Chen, Shuo and Zuo, Lei},
   journal={IEEE Transactions on Sustainable Energy},
   title={Tunable Wave Energy Converter Using Variable Inertia Flywheel},
   year={2021},  
   volume={12},  
   number={2},  
   pages={1265-1274},  
   doi={10.1109/TSTE.2020.3041664},
   type={Journal Article}
}

  7. Element-wise Bayesian regularization for fast and adaptive force reconstruction
    Feng Wei, Qiaofeng Li*, Qiuhai Lu, Chen Li, Bo Wang
    Journal of Sound and Vibration, 2020
    [bib] [journal page]

    @article{Feng2020Element,
   author = {Feng, Wei and Li, Qiaofeng and Lu, Qiuhai and Li, Chen and Wang, Bo},
   title = {Element-wise {B}ayesian regularization for fast and adaptive force reconstruction},
   journal = {Journal of Sound and Vibration},
   ISSN = {0022460X},
   DOI = {10.1016/j.jsv.2020.115713},
   year = {2020},
   type = {Journal Article}
}

  8. Force localization and reconstruction using a novel Sparse Kalman filter
    Wei Feng, Qiaofeng Li*, Qiuhai Lu
    Mechanical Systems and Signal Processing, 2020
    [bib] [journal page]

    @article{Feng2020Force,
   author = {Feng, Wei and Li, Qiaofeng and Lu, Qiuhai},
   title = {Force localization and reconstruction based on a novel sparse {K}alman filter},
   journal = {Mechanical Systems and Signal Processing},
   DOI = {10.1016/j.ymssp.2020.106890},
   year = {2020},
   type = {Journal Article}
}

  9. Time domain force localization and reconstruction based on hierarchical Bayesian method
    Wei Feng, Qiaofeng Li*, Qiuhai Lu, Bo Wang, Chen Li
    Journal of Sound and Vibration, 2020
    [bib] [journal page]

    @article{Feng2020Time,
   author = {Feng, Wei and Li, Qiaofeng and Lu, Qiuhai and Wang, Bo and Li, Chen},
   title = {Time domain force localization and reconstruction based on hierarchical {B}ayesian method},
   journal = {Journal of Sound and Vibration},
   volume = {472},
   ISSN = {0022460X},
   DOI = {10.1016/j.jsv.2020.115222},
   year = {2020},
   type = {Journal Article}
}

  10. A revised time domain force identification method based on Bayesian formulation
    Qiaofeng Li, Qiuhai Lu*
    International Journal for Numerical Methods in Engineering, 2019
    [bib] [journal page]

    @article{Li2019Revised,
   author = {Li, Qiaofeng and Lu, Qiuhai},
   title = {A revised time domain force identification method based on {B}ayesian formulation},
   journal = {International Journal for Numerical Methods in Engineering},
   volume = {118},
   number = {7},
   pages = {411-431},
   DOI = {10.1002/nme.6019},
   year = {2019},
   type = {Journal Article}
}

  11. Time domain force identification based on adaptive $\ell_q$ regularization
    Qiaofeng Li, Qiuhai Lu*
    Journal of Vibration and Control, 2018
    [bib] [journal page]

    @article{Li2018Time,
   author = {Li, Qiaofeng and Lu, Qiuhai},
   title = {Time domain force identification based on adaptive $\ell_q$ regularization},
   journal = {Journal of Vibration and Control},
   volume = {24},
   number = {23},
   pages = {5610-5626},
   DOI = {10.1177/1077546318761968},
   year = {2018},
   type = {Journal Article}
}

  12. A hierarchical Bayesian method for vibration-based time domain force reconstruction problems
    Qiaofeng Li, Qiuhai Lu*
    Journal of Sound and Vibration, 2018
    [bib] [journal page]

    @article{Li2018Hierarchical,
   author = {Li, Qiaofeng and Lu, Qiuhai},
   title = {A hierarchical {B}ayesian method for vibration-based time domain force reconstruction problems},
   journal = {Journal of Sound and Vibration},
   volume = {421},
   pages = {190-204},
   ISSN = {0022460X},
   DOI = {10.1016/j.jsv.2018.01.052},
   year = {2018},
   type = {Journal Article}
}

  13. Force localization and reconstruction using a two-step iterative approach
    Qiaofeng Li, Qiuhai Lu*
    Journal of Vibration and Control, 2017
    [bib] [journal page]

    @article{Li2017Force,
   author = {Li, Qiaofeng and Lu, Qiuhai},
   title = {Force localization and reconstruction using a two-step iterative approach},
   journal = {Journal of Vibration and Control},
   volume = {24},
   number = {17},
   pages = {3830-3841},
   DOI = {10.1177/1077546317713366},
   year = {2017},
   type = {Journal Article}
}

  14. Impact localization and identification under a constrained optimization scheme
    Qiaofeng Li*, Qiuhai Lu
    Journal of Sound and Vibration, 2016
    [bib] [journal page]

    @article{Li2016Impact,
   author = {Li, Qiaofeng and Lu, Qiuhai},
   title = {Impact localization and identification under a constrained optimization scheme},
   journal = {Journal of Sound and Vibration},
   volume = {366},
   pages = {133-148},
   ISSN = {0022460X},
   DOI = {10.1016/j.jsv.2015.12.010},
   year = {2016},
   type = {Journal Article}
}

Co-author

  1. Sunlight-powered self-excited oscillators for sustainable autonomous soft robotics
    Yusen Zhao, Qiaofeng Li, Zixiao Liu, Yousif Alsaid, Pengju Shi, Mohammad Khalid Jawed, Ximin He*
    Science Robotics, 2023
    [bib] [journal page]

    @article{Zhao2023Sunlight,
    author = {Yusen Zhao  and Qiaofeng Li  and Zixiao Liu  and Yousif Alsaid  and Pengju Shi  and Mohammad Khalid Jawed  and Ximin He },
    title = {Sunlight-powered self-excited oscillators for sustainable autonomous soft robotics},
    journal = {Science Robotics},
    volume = {8},
    number = {77},
    pages = {eadf4753},
    year = {2023},
    DOI = {10.1126/scirobotics.adf4753},
    year = {2020},
    type = {Journal Article}
}

  2. Design, modelling, and testing of a vibration energy harvester using a novel half-wave mechanical rectification
    Jia Mi, Qiaofeng Li, Mingyi Liu, Xiaofan Li, Lei Zuo*
    Applied Energy, 2020
    [bib] [journal page]

    @article{Jia2020Design,
   author = {Mi, Jia and Li, Qiaofeng and Liu, Mingyi and Li, Xiaofan and Zuo, Lei},
   title = {Design, modelling, and testing of a vibration energy harvester using a novel half-wave mechanical rectification},
   journal = {Applied Energy},
   volume = {279},
   ISSN = {03062619},
   DOI = {10.1016/j.apenergy.2020.115726},
   year = {2020},
   type = {Journal Article}
}

  3. A compact mechanical power take-off for wave energy converters: Design, analysis, and test verification
    Xiaofan Li, ChienAn Chen, Qiaofeng Li, Lin Xu, Changwei Liang, Khai Ngo, Robert G. Parker, Lei Zuo*
    Applied Energy, 2020
    [bib] [journal page]

    @article{Li2020Compact,
   author = {Li, Xiaofan and Chen, ChienAn and Li, Qiaofeng and Xu, Lin and Liang, Changwei and Ngo, Khai and Parker, Robert G. and Zuo, Lei},
   title = {A compact mechanical power take-off for wave energy converters: Design, analysis, and test verification},
   journal = {Applied Energy},
   volume = {278},
   ISSN = {03062619},
   DOI = {10.1016/j.apenergy.2020.115459},
   year = {2020},
   type = {Journal Article}
}

  4. Modal parameter extraction based on Hilbert transform and complex independent component analysis with reference
    Kai Yang*, Kaiping Yu, Qiaofeng Li
    Mechanical Systems and Signal Processing, 2013
    [bib] [journal page]

    @article{Yang2013Modal,
   author = {Yang, Kai and Yu, Kaiping and Li, Qiaofeng},
   title = {Modal parameter extraction based on {H}ilbert transform and complex independent component analysis with reference},
   journal = {Mechanical Systems and Signal Processing},
   volume = {40},
   number = {1},
   pages = {257-268},
   ISSN = {08883270},
   DOI = {10.1016/j.ymssp.2013.05.003},
   year = {2013},
   type = {Journal Article}
}

Under Review & Preprints

    Conference Publications

    1. Inverse measurement of external and boundary forces on structures
      Wei Feng, Qiaofeng Li*, Wei Chi, Qiuhai Lu
      25th International Congress of Theoretical and Applied Mechanics (ICTAM2020+1), August, 2021, Milano, Italy
      Oral

    2. A Hierarchical Bayesian Method for Time Domain Structure Damage Detection
      Wei Feng, Qiaofeng Li*, Qiuhai Lu
      International Design Engineering Technical Conferences and Computers and Information in Engineering Conference IDETC/CIE 2019, August, 2019, Anaheim, CA, USA
      Oral [bib] [webpage]

      @proceedings{10.1115/DETC2019-97026,
    author = {Feng, Wei and Li, Qiaofeng and Lu, Qiuhai},
    title = "{A {H}ierarchical {B}ayesian {M}ethod for {T}ime {D}omain {S}tructure {D}amage {D}etection}",
    volume = {Volume 8: 31st Conference on Mechanical Vibration and Noise},
    series = {International Design Engineering Technical Conferences and Computers and Information in Engineering Conference},
    year = {2019},
    month = {08},
    doi = {10.1115/DETC2019-97026},
    url = {https://doi.org/10.1115/DETC2019-97026},
    note = {V008T10A052},
    eprint = {https://asmedigitalcollection.asme.org/IDETC-CIE/proceedings-pdf/IDETC-CIE2019/59285/V008T10A052/6454411/v008t10a052-detc2019-97026.pdf},
}

    3. A Bayesian approach for identification of forces containing trend components
      Qiaofeng Li*, Qiuhai Lu
      26th International Congress on Sound and Vibration, July, 2019, Montreal, Canada
      Oral, Presenter

    4. A recursive method for force localization and reconstruction
      Qiaofeng Li*, Qiuhai Lu
      25th International Congress on Sound and Vibration, July, 2018, Hiroshima, Japan
      Oral, Presenter

    5. Generalized grouping regularization for time domain force reconstruction problems
      Qiaofeng Li, Qiuhai Lu*
      2017 International Conference on Material Science and Engineering Application (ICMSEA 2017) and 2017 International Conference on Mechanics, Civil Engineering and Building Materials (MCEBM 2017), Nanjing, China, 2017
      Poster, Presenter