Previous Research Projects
Parasitic Extraction via Machine Learning with Application to Interconnect Geometry Exploration
| School of Electrical and Computer Engineering (ECE), Georgia Institute of Technology | Jan '25 - Jul '25 |
Using custom tool with ML to store multiple ITF files for parasitic extraction to expedite process parameter exploration
Standard Cell Delay Calculator
| Design and Techonology Platform (DTP), TSMC | Jun '22 - Jul '23 |
A fast propagation delay calculator for standard cells
A Performance Analytical Model for DNN Training with Focus on Memory Subsystem
| Department of Computer Science and Information Engineering (CSIE), National Taiwan University (NTU) | Feb '19 - Jun '21 |
An analytical model for estimating tradeoffs between cache capacity and memory bandwidth with focus on DNN training