Yifei Guan

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Reinforcement Learning

Transfer Learning

Cross Domain Learning

Fast Fourier Transform

Top Venues

J. Comput. Phys.

Publications

Karan Jakhar, Yifei Guan, Rambod Mojgani, Ashesh Chattopadhyay, Pedram Hassanzadeh, Laura Zanna
Learning Closed-form Equations for Subgrid-scale Closures from High-fidelity Data: Promises and Challenges. CoRR (2023)
Rambod Mojgani, Daniel Wälchli, Yifei Guan, Petros Koumoutsakos, Pedram Hassanzadeh
Extreme Event Prediction with Multi-agent Reinforcement Learning-based Parametrization of Atmospheric and Oceanic Turbulence. CoRR (2023)
Yifei Guan, Ashesh Chattopadhyay, Adam Subel, Pedram Hassanzadeh
via transfer learning. J. Comput. Phys. 458 (2022)
Adam Subel, Yifei Guan, Ashesh Chattopadhyay, Pedram Hassanzadeh
Explaining the physics of transfer learning a data-driven subgrid-scale closure to a different turbulent flow. CoRR (2022)
Yifei Guan, Yi Xie, Xiaoyue Liu, Yuqing Sun, Bin Gong
Understanding Lexical Features for Chinese Essay Grading. ChineseCSCW (2019)
Yifei Guan, Igor Novosselov
Two relaxation time lattice Boltzmann method coupled to fast Fourier transform Poisson solver: Application to electroconvective flow. J. Comput. Phys. 397 (2019)