Biography

I am a second year PhD student at the Cornell University under supervision of Prof. Jian-Xun Wang. Before starting my PhD, I received my M.Eng in Mechanical Engineering from the University of California, Berkeley and subsequently worked as a full-time Research Engineer at ICSI, where I was fortunated to be advised by Prof. Michael Mahoney and Dr. Benjamin Erichson.

Publications

  • Conditional neural field for spatial dimension reduction of turbulence data: a comparison study
  • Junyi Guo, Pan Du, Xiantao Fan, Yahui Li, Jian-Xun Wang
    Preprint
  • Neural equilibria for long-term prediction of nonlinear conservation laws
  • J. Antonio Lara Benitez, Junyi Guo, Kareem Hegazy, Ivan Dokmanić, Michael W. Mahoney, Maarten V. de Hoop
    Preprint
  • SuperBench: A Super-Resolution Benchmark Dataset for Scientific Machine Learning
  • Pu Ren, N. Benjamin Erichson, Junyi Guo, Shashank Subramanian, Omer San, Zarija Lukic, Michael W. Mahoney
    Journal of Data-centric Machine Learning Research, 2025