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Gate Capacitance Modeling

INTRODUCTION:

*We propose a model for the gate capacitance of GaN-based trench-gate metal-oxide-semiconductor transistors, based on combined measurements, analytical calculations and TCAD simulations.

*The trench capacitance is found to be equivalent to four different capacitors, used to model the various regions with different doping and orientation of the semiconductor/dielectric interface.

*In addition, we demonstrate and explain the characteristic double-hump behavior of the G-D and G-DS capacitance of trench-MOSFETs. Lastly, a TCAD simulation results accurately reproduce the experimental data, thus confirming the interpretation on the double hump behavior, and providing insight on the electron density at the gate interface.

PROCESS:

*Install tensorflow

*Include dataset in the file

*Verifying Parameters are tch,mch,tox,ub,vg,e0,e1,e2.

SPLIT TRAIN AND TEST DATASET:

image

PLOT PREDICT SUB BAND ENERGY:

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CALCULATION OF Cgg:

CALCULATION OF Qinv USING SEMI DIRAC FUNCTION:

image

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