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This thesis investigates the use of two automated weight window methods for variance reduction of flux in particle transport simulations. The methods are implemented in the Geant4 simulation software. Both methods are based on pre-simulations, using flux or relative error information as input. The methods are intended for use in shielding and instrumental background applications and are tested on
