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In this project, a comprehensive statistical review is done regarding beam distribution evolution and losses of protons in the ESS LINAC. It aims to clarify some unanswered questions regarding the change in the distribution as it evolves through the LINAC and how sudden changes can effect the losses of protons downstream. The correlation between the sub phase-spaces were removed to be able to study
