| Paper |
Title |
Page |
| THPMA073 |
Artificial Neural Network Calculates Backward Wave Oscillator Parameters Reliably For Pulsed Accelerators
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738 |
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- A. Gokhale
Terna Collage of Engineering, Navi Mumbai
- B. P. Dubey
Bhabha Atomic Research Center, Computer Division, Mumbai
- A. S. Sharma
BARC, Mumbai
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A method of quickly and accurately getting the dispersion curves for a slow wave structure filled with plasma is investigated. A universal dispersion equation is derived by utilizing the field theory and expressing the slow wave structure's profile in a finite Fourier series. In principle simulation program takes nearly 6 to 8 hours to generate a single result. A trained Artificial Neural Network, used in this study, calculates the BWO dispersion curve in a fraction of a second accurately and reliably.
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