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physics.ins-det2026
Precise Modeling of a Complex Solenoidal Magnetic Field Using a Combination of Analytic Functions and a PINN
Cole Kampa, Susan Dittmer, Henry Glass +1
We demonstrate an iterative approach to modeling a sparsely measured magnetic field in a large-bore solenoid. This approach uses a hybrid of traditional and machine learning techni…
physics.ins-det2019★ 11 cited
Modeling Magnetic Fields with Helical Solutions to Laplace's Equation
Brian Pollack, Ryan Pellico, Cole Kampa +2
The series solution to Laplace's equation in a helical coordinate system is derived and refined using symmetry and chirality arguments. These functions and their more commonplace c…