Academics Research Projects
Here are some examples of the research projects I have been involved in over the past few years, including a group research on GPU efficiency analysis in 2020 and being a core member of fluid dynamics research projects.
AMD RDNA2 GPU Efficiency Model and Analysis
My Role: Team Leader
Date: 2020 Summer
Tasks: Developed a mathematical model to predict the relationship between power consumption and performance of AMD RX6600XT using polynomial and linear fitting, achieving excellent matching with empirical data.
Results: 96/100 from my mentor
Generated Vortex Visualization
My Role: Core Member
Date: 2023 Fall
Tasks: Extended 2D pseudo-spectral code to solve the vorticity conservation equation with random initial conditions, observing large-scale vortices formation due to inverse energy cascade. Utilized Python code to compute dynamics using RK-TVD method and inverse FFT, achieving high accuracy with L2-norm error at 1e-15 level compared to the theoretical Taylor Green vortex equation
Results: 100/100 for the group presentation, distinguishing from 8 competing groups in the class.