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Quercus Hernández

Postdoc Researcher
University of Pennsylvania
quercus(at)seas.upenn.edu


About Me

I am a Postdoc Researcher in Mechanical Engineering at the University of Pennsylvania supervised by Nat Trask. My main research topics lie in the interface between computational mechanics, structure-preserving deep learning and model order reduction with the aim of learning physical simulations from data for real-time applications. My Ph.D. thesis was supervised by Elías Cueto and Alberto Badías at the University of Zaragoza (Spain), inside the Applied Mechanics and Bioengineering group. From October 2022 to April 2023, I did a resarch intern at the CRUNCH Group led by George Karniadakis at Brown University.

Research Interests

News

Publications

  1. 2023
    Structure-Preserving Deep Learning
    Q. Hernandez
    Doctoral Thesis, Cum Laude (highest award)
    Winner ECCOMAS 2024 PhD Olympiad

  2. 2023
    Q. Hernandez, A. Badias, F. Chinesta, E. Cueto
    Computational Mechanics, 72, 553-561

  3. 2023
    Q. Hernandez, A. Badias, F. Chinesta, E. Cueto
    Computer Methods in Applied Mechanics and Engineering 407, 115912

  4. 2022
    Q. Hernandez, A. Badias, F. Chinesta, E. Cueto
    IEEE Transactions on Artificial Intelligence, DOI: 10.1109/TAI.2022.3179681

  5. 2021
    Q. Hernandez, A. Badias, D. Gonzalez, F. Chinesta, E. Cueto
    Computer Methods in Applied Mechanics and Engineering 379, 113763

  6. 2021
    Q. Hernandez, A. Badias, D. Gonzalez, F. Chinesta, E. Cueto
    Journal of Computational Physics 426, 109950

  7. 2017
    J. Marco, Q. Hernandez, A. Munoz, Y. Dong, A. Jarabo, M.H. Kim, X. Tong, D. Gutierrez
    ACM Transactions on Graphics (ToG) 36 (6), 219

  8. 2017
    Q. Hernandez, D. Gutierrez, A. Jarabo
    arXiv preprint, arXiv:1703.02635

  9. 2016
    Q. Hernandez, E. Peña
    Biomechanics and modeling in mechanobiology 15 (4), 845-856

Contact

You can contact me via my institutional email quercus(at)seas.upenn.edu or my personal email quercushernandez(at)gmail.com to ask me any questions about my work. I am very responsive, don't be shy!


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