Yifei Guan

发表

Data-driven subgrid-scale modeling of forced Burgers turbulence using deep learning with generalization to higher Reynolds numbers via transfer learning

A. Chattopadhyay, P. Hassanzadeh, Adam Subel, 2020, 2012.06664.

Stable a posteriori LES of 2D turbulence using convolutional neural networks: Backscattering analysis and generalization to higher Re via transfer learning

A. Chattopadhyay, P. Hassanzadeh, Adam Subel, 2021 .

Study of Laminar Electrohydrodynamic Flows

Yifei Guan, 2019 .

Experimental and numerical investigation of electrohydrodynamic flow in a point-to-ring corona discharge

Yifei Guan, I. Novosselov, A. Aliseda, 2018 .

Analytical model of electro-hydrodynamic flow in corona discharge.

Yifei Guan, I. Novosselov, A. Aliseda, 2018, Physics of plasmas.

Sparse nonlinear models of chaotic electroconvection

S. Brunton, Yifei Guan, I. Novosselov, 2020, Royal Society Open Science.

Numerical analysis of electroconvection in cross-flow with unipolar charge injection

Yifei Guan, I. Novosselov, 2019, Physical Review Fluids.

Analytical model for electrohydrodynamic thrust

Yifei Guan, A. Mamishev, I. Novosselov, 2020, Proceedings of the Royal Society A.

Three-dimensional electroconvective vortices in cross flow.

J. Riley, Yifei Guan, I. Novosselov, 2019, Physical review. E.

Numerical investigation of injection-induced electro-convection in a dielectric liquid between two eccentric cylinders

Yifei Guan, R. Selvakumar, Jian Wu, 2020, International Journal of Heat and Fluid Flow.

Damkohler Number Analysis in Lean Blow-Out of Toroidal Jet Stirred Reactor

Yifei Guan, I. Novosselov, 2018, Journal of Engineering for Gas Turbines and Power.

Improvement of the Bag-Mediated Filtration System for Sampling Wastewater and Wastewater-Impacted Waters

N. A. Zhou, Yifei Guan, I. Novosselov, 2017, Food and Environmental Virology.

Explaining the physics of transfer learning a data-driven subgrid-scale closure to a different turbulent flow

A. Chattopadhyay, P. Hassanzadeh, Adam Subel, 2022, ArXiv.

Transition sequences and heat transfer enhancement in electro-thermo-convection of a dielectric liquid between two parallel electrodes

Yifei Guan, Jian Wu, Qi Wang, 2022, International Journal of Thermal Sciences.

Behavior of Ultrafine Particles in Electro-Hydrodynamic Flow Induced by Corona Discharge.

Yifei Guan, I. Novosselov, R. S. Vaddi, 2020, Journal of aerosol science.

Development of an elution device for ViroCap virus filters

N. A. Zhou, Yifei Guan, I. Novosselov, 2017, Environmental Monitoring and Assessment.

Learning physics-constrained subgrid-scale closures in the small-data regime for stable and accurate LES

A. Chattopadhyay, P. Hassanzadeh, Adam Subel, 2022, Physica D: Nonlinear Phenomena.

Stable a posteriori LES of 2D turbulence using convolutional neural networks: Backscattering analysis and generalization to higher Re via transfer learning

A. Chattopadhyay, P. Hassanzadeh, Adam Subel, 2021, J. Comput. Phys..

Data-driven subgrid-scale modeling of forced Burgers turbulence using deep learning with generalization to higher Reynolds numbers via transfer learning

Yifei Guan, Ashesh Chattopadhyay, Pedram Hassanzadeh, 2020, Physics of Fluids.

Two relaxation time lattice Boltzmann method coupled to fast Fourier transform Poisson solver: Application to electroconvective flow

Yifei Guan, Igor Novosselov, Yifei Guan, 2018, J. Comput. Phys..

Numerical Analysis of Electroconvection Phenomena in Cross-flow

Yifei Guan, I. Novosselov, 2018, 1812.10899.

Effect of Couette Flow on Electroconvective Vortices

Yifei Guan, I. Novosselov, 2018 .

Mixing and transport enhancement in microchannels by electrokinetic flows with charged surface heterogeneity

Yifei Guan, Jian Wu, Tianhang Yang, 2021 .

Numerical analysis of electrohydrodynamic flows of a dielectric liquid in a wire–plate configuration with cross Poiseuille flow

Yifei Guan, Jian Wu, Junyu Huang, 2021 .

Comparison of Analytical and Numerical Models for Point to Ring Electro-Hydrodynamic Flow.

Yifei Guan, I. Novosselov, A. Aliseda, 2019, 1907.12540.

Experimental and Numerical Investigation of Corona Discharge Induced Flow on a Flat Plate.

Yifei Guan, A. Mamishev, I. Novosselov, 2019, 1906.10220.

Enhanced heat transfer and symmetry breaking in three-dimensional electro-thermo-hydrodynamic convection

Yifei Guan, Jian Wu, Qi Wang, 2022, Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science.

Chaotic electro-convection flow states of a dielectric liquid between two parallel electrodes

Yifei Guan, Jian Wu, Junyu Huang, 2021, 2107.02034.

Two-relaxation time lattice Boltzmann models for the ion transport equation in electrohydrodynamic flow: D2Q5 vs D2Q9 and D3Q7 vs D3Q27

Yifei Guan, Jian Wu, B. Zhu, 2021 .

Monotonic instability and overstability in two-dimensional electrothermohydrodynamic flow

Yifei Guan, Jian Wu, Mengqi Zhang, 2021 .

Numerical investigation of instability and transition to chaos in electro-convection of dielectric liquids between concentric cylinders

Yifei Guan, Zhonglin Du, Jian Wu, 2021 .

Improvement of the Bag-Mediated Filtration System for Sampling Wastewater and Wastewater-Impacted Waters

Yifei Guan, I. Novosselov, P. Borus, 2017, Food and Environmental Virology.

Learning Closed-form Equations for Subgrid-scale Closures from High-fidelity Data: Promises and Challenges

A. Chattopadhyay, P. Hassanzadeh, Yifei Guan, 2023, ArXiv.

Explaining the physics of transfer learning in data-driven turbulence modeling

A. Chattopadhyay, P. Hassanzadeh, Adam Subel, 2023, PNAS nexus.

Explaining the physics of transfer learning in data-driven turbulence modeling

A. Chattopadhyay, P. Hassanzadeh, Adam Subel, 2022, PNAS nexus.

Particle Dynamics in Corona Induced Electro-hydrodynamic Flow

Yifei Guan, I. Novosselov, R. S. Vaddi, 2019, 1902.02986.