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An Integrated Multi-Physics Optimization Framework for Particle Accelerator Design (2311.09415v1)
Published 18 Oct 2023 in physics.acc-ph
Abstract: The overarching goal of beamline design is to achieve a high brightness electron beam from the beamline. Traditional beamline design studies involved separate optimizations of radio-frequency cavities, magnets, and beam dynamics using different codes and pursuing various intermediate objectives. In this work, we present a novel unified global optimization framework that integrates multiple physics modules for beamline design as simulation functions for a two-stage global optimization solver.
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