Scholar
Boya Hou
Google Scholar ID: NvKHgbgAAAAJ
Graduate Student, University of Illinois at Urbana-Champaign
Citations & Impact
Citations
82
H-index
6
i10-index
4
Publications
9
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- Published 'Sparse Learning of Dynamical Systems in Reproducing Kernel Hilbert Space: An Operator-Theoretic Approach' at the Fortieth International Conference on Machine Learning (ICML).
- Contributed to several preprints on data-driven modeling and control, analysis of nonlinear systems, etc.
- Published work on kernel methods for approximating Koopman operator eigenfunctions in Physica D: Nonlinear Phenomena.
- Participated in research on data-driven transient stability analysis using the Koopman operator, published in the International Journal of Electrical Power and Energy Systems.
- Studied the impact of aviation electrification on airports, with findings published in IEEE Transactions on Intelligent Transportation Systems.
- Other academic contributions include but are not limited to presentations at the Asilomar Conference on Signals, Systems, and Computers.
Research Experience
- Currently a postdoctoral research associate at the University of Illinois Urbana-Champaign (UIUC), hosted by Prof. Maxim Raginsky and Prof. Olgica Milenkovic.
Education
- Ph.D.: University of Illinois Urbana-Champaign (UIUC), Electrical and Computer Engineering, Advisor: Prof. Subhonmesh Bose; B.Eng.: Zhejiang University, Electrical Engineering.
Background
- Research Interests: Redefining modeling for autonomy by uniting the rigor of systems and control theory with advances in modern machine learning. Professional Field: Electrical and Computer Engineering.
Miscellany
- No additional information provided regarding personal interests or hobbies.
Co-authors