Research Projects
Enhancement mode GaN-based high electron mobility transistors are crucial for power electronics switching applications. The heavily Mg-doped pGaN region pulls Fermi energy towards its valence band, depleting the two-dimensional electron gas (2DEG) region. This p-doping primarily leads to traps in the AlGaN barrier, leading to gate current through trap-assisted tunneling (TAT). We show that the gate current and threshold voltage need to be tuned together for the desired performance of the enhancement mode transistors.
Improved performance of diamond-based pMOS transistors with a combination of p-type Nickel Oxide and n-type Indium Tin Oxide (NiOX/ITO) reverse bias diode as the gate dielectric is demonstrated. The device shows negative threshold voltage, improved subthreshold slope, higher current ON/OFF ratio, and peak gate leakage current reduction, all of which are explained in a common framework using energy band diagram.
The device characteristics of AlGaAs/GaAs light-emitting transistors with single and double quantum wells in the base were modeled and calibrated in Silvaco TCAD, validating the results against experimental data at different temperatures. A modified charge control model was also developed by incorporating the tunneling lifetime of carriers in the quantum well region, enhancing the accuracy of device performance predictions.
A unified model was developed for the transfer characteristics, output characteristics, temperature dependency, breakdown characteristics, off-state capacitances, gate capacitance, and off-state leakage of pGaN high-electron-mobility transistors (HEMTs) using Sentaurus TCAD. The model incorporates mechanisms such as trap-assisted tunneling, direct tunneling, field plate leakage, leakage through carbon-doped GaN, substrate leakage via thermionic emission from AlN/Si, and band-to-band tunneling. Calibration was performed using experimental data from devices with various field plate designs and gate stacks. Additionally, the model is being extended to simulate and calibrate the dynamic on-resistance and pulsed I-V behavior of the device, including pre- and post-stress measurements under different stress voltages and temperatures.
Back-gated and dual-gated Indium Tin Oxide channel MOSFETs were modeled for use as memory access transistors in HfO₂-based resistive random-access memory (RRAM) for monolithic 3D embedded memory integration of 1T-1R RRAM cells. Various compact models for thin-film transistors, including the BSIM model commonly used for silicon MOSFETs, were analyzed. A modified BSIM compact model was implemented for dual-gate thin-film transistors, and a positive bias temperature instability (PBTI) model is also being incorporated. The model is being calibrated with experimental data from devices featuring different channel lengths and metal work functions.
Course Projects
I have worked on various course projects at IIT Bombay. Some of them are listed here
Schmitt-Trigger opamp-based coupled relaxation ONN is used to solve the NP-hard Vertex-Coloring problem. The phase dynamics of these ONNs are analyzed
n++/n+/n++ resistor device is modelled by solving Poisson and NEGF self consistently for different boundary conditions. The model is then modified for non-coherent transport. The I-V characteristics are solved for each case and compared.
A TCAD model for GaN HEMT is developed and calibrated to match the experimental data. The effect of the InGaN back barrier in the GaN HEMT is analyzed. The transfer characteristics with a variation of mole fraction of Indium in InGaN and distance of InGaN from the AlGaN/GaN interface are also studied.
The aim of the project is to build a robot that uses NVIDIA Jetson Nano to monitor soil conditions in an agricultural field, collecting data as it navigates the field. The bot will traverse the field, process the sensed information, and create a map indicating the level of soil moisture across the field.
A music synthesizer circuit to automate the sequence of 8 musical notes to generate music using a finite state machine.
A DDR SDRAM controller is designed and implemented using Verilog HDL. The controller issues commands for DRAM initialization, read/write transactions, activate and pre-charge commands, and regular refresh operations. The datapath controls data accesses and interfaces with the DDR memory