Mechanical Engineering
Yifei Guan

Yifei Guan

Job Title
Assistant Professor of Mechanical Engineering
Steinmetz Hall 218A
ME

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 Washington