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Signal processing techniques to find accelerator's tune and test how this tune changes due to some parameters. FFT and NAFF algorithms were used.

Python 70.53% C++ 29.47%
fft cern tune signal-processing accelerators lhc naff fourier-analysis luminosity hl-lhc

accelerators's Introduction

accelerators

First, build the lattice and generate a MADX input to run the simulation. In results file, you can see the design and the optic functions for this accelerator. Then, you can track particles, see their oscillation in time and phase space, implement NAFF anf FFT transformations on this signal.

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