2023
DOI: 10.1109/tps.2022.3226251
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Efficient Dynamic Mesh Refinement Technique for Simulation of HPM Breakdown-Induced Plasma Pattern Formation

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Cited by 4 publications
(9 citation statements)
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“…A sufficient and good quality data in the form of plasma density and the associated scattered electric field, when an EM wave is incident on the plasma is required for robust application of the proposed deep learning based technique. The required data has been generated using an in-house finite difference time domain (FDTD) based fluid model which can capture the EM plasma-interaction in the case of a weakly-ionized, collisional, unmagnetized plasma [29]. The interaction involves the EM wave transmission, reflection and absorption through the plasma.…”
Section: Data-set Generation Methodologymentioning
confidence: 99%
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“…A sufficient and good quality data in the form of plasma density and the associated scattered electric field, when an EM wave is incident on the plasma is required for robust application of the proposed deep learning based technique. The required data has been generated using an in-house finite difference time domain (FDTD) based fluid model which can capture the EM plasma-interaction in the case of a weakly-ionized, collisional, unmagnetized plasma [29]. The interaction involves the EM wave transmission, reflection and absorption through the plasma.…”
Section: Data-set Generation Methodologymentioning
confidence: 99%
“…The electron current density term (J = n e ev e in (A m −2 )) couples the two sets of equations. The details of the model and its computational implementation can be found in [29,36]. Fig.…”
Section: Data-set Generation Methodologymentioning
confidence: 99%
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“…The study of EM wave propagation through plasma is mathematically a well-posed problem, having a unique solution. The problem can be solved computationally by numerical simulations through several techniques, such as Finite-Difference Time-Domain (FDTD)-based iterative solutions of Maxwellplasma fluid [35][36][37][38][39][40][41]. This is referred to as a forward approach (or forward problem).…”
Section: Microwave-plasma Interaction Based Technique For Plasma Diag...mentioning
confidence: 99%