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Use cases of Hessian Matrix in Machine Learning part4

  • Controlling error fields during coil fabrication and assembly is crucial for stellarators.
  • The Hessian matrix method is used to identify important coil deviations.
  • Analytical differentiation of magnetic island size and quasi-symmetry over coil parameters is performed.
  • By applying the method to the CFQS configuration, important perturbations are successfully determined.

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