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This PR adds the implementation of a hybrid beam orbit correction method in particle accelerators, combining the stability of the SVD approach with the accuracy of neural network correction of residual errors.

This is a simple example of how an AI scientist can help improve existing methods and techniques, as well as create new ones in the field of physics of charged particle accelerators.

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