16 citations · 39 across the 4 of their papers we have counts for
4 papers
Hybrid Fourier Neural Operator-Plasma Fluid Model for Fast and Accurate Multiscale Simulations of High Power Microwave Breakdown
Kalp Pandya, Pratik Ghosh, Ajeya Mandikal +2
Modeling and simulation of High Power Microwave (HPM) breakdown, a multiscale phenomenon, is computationally expensive and requires solving Maxwell's equations (EM solver) coupled…
Deep Learning assisted microwave-plasma interaction based technique for plasma density estimation
Pratik Ghosh, Bhaskar Chaudhury, Shishir Purohit +3
The electron density is a key parameter to characterize any plasma. Most of the plasma applications and research in the area of low-temperature plasmas (LTPs) are based on the accu…
Deep Learning Architecture Based Approach For 2D-Simulation of Microwave Plasma Interaction
Mihir Desai, Pratik Ghosh, Ahlad Kumar +1
This paper presents a convolutional neural network (CNN)-based deep learning model, inspired from UNet with series of encoder and decoder units with skip connections, for the simul…
Efficient Dynamic Mesh Refinement Technique for Simulation of HPM Breakdown induced Plasma Pattern Formation
Pratik Ghosh, Bhaskar Chaudhury
Numerical simulation of the complex plasma dynamics associated with high power, high frequency microwave breakdown at high pressures, leading to the formation of filamentary plasma…