Differentiable simulations for particle tracking in accelerators: analysis, benchmarking and optimization

Francisco Huhn, Francesco M. Velotti

Optimization of beamlines and lattices is a common problem in accelerator physics, which is usually solved with semi-analytical methods and numerical optimization routines. However…