My current research interests include Nitride Semiconductor devices and circuits, simulation and modeling of GaN devices. This research helps in reducing cost and improving accuracy of circuits used in electric vehicles, 5G communication networks, high frequency power amplifiers, etc.
For doing this research, certain methodology and tools are required which are as follows:
- Analytical modelling and simulation of high power devices
- Computational analysis of time reduction in designing high speed RF devices
- Uncertainty quantification
- Monte Carlo
- Polynomial Chaos
- Machine Learning (ML)
- Genetic Programming Algorithm (GPA)
- Technology Computer-Aided Design (TCAD)
- Keysight, Advanced Design System (ADS)
- Python