Yifei Guan
Research interests
Turbulence Modeling, Machine Learning, Computational Fluid Dynamics, Climate Change
Teaching interests
Fluid mechanics, Heat transfer
Publications
Jakhar, K., Guan, Y., and Hassanzadeh, P. 2026. Analytical and AI-Discovered Stable, Accurate, and Generalizable Subgrid-Scale Closure for Geophysical Turbulence. Physical Review Letters (Featured in Physics and Editors' Suggestion) [ https://doi.org/10.1103/v28b-5qmp ]
Qin, Y., Guan, Y., and Wu, J. 2025. Application of the ghost fluid lattice Boltzmann method to injection-induced electroconvection in a dielectric liquid. Applied Mathematical Modelling [https://doi.org/10.1016/j.apm.2025.116546 ]
Guan, Y., Wang, Q., Zhang, M., Zhang, Y., and Wu, J. 2025. Numerical investigation of two-dimensional electro-thermo-hydrodynamic turbulence: Energy budget and scaling law analysis. International Journal of Heat and Mass Transfer [https://doi.org/10.1016/j.ijheatmasstransfer.2025.127094 ]
Additional media
Academic credentials
Postdoc, University of Chicago, Rice University; Ph.D., University of WashingtonSteinmetz Hall 214
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