Machine learning based phase space tomography using kicked beam turn-by-turn centroid data in a storage ring

Phase Space Reconstruction from Accelerator Beam Measurements Using Neural Networks and Differentiable Simulations

(2023) R. Roussel et al.   PHYSICAL REVIEW LETTERS

4D transverse phase space tomography of an operational hydrogen ion beam via noninvasive 2D measurements using laser wires

(2022) Jonathan C. Wong et al.   Physical Review Accelerators and Beams

Electron beam transverse phase space tomography using nanofabricated wire scanners with submicrometer resolution

(2021) Benedikt Hermann et al.   Physical Review Accelerators and Beams

Uncertainty quantification for virtual diagnostic of particle accelerators

(2021) Owen Convery et al.   Physical Review Accelerators and Beams

Bifurcation analysis of nonlinear Hamiltonian dynamics in the Fermilab Integrable Optics Test Accelerator

(2020) Chad E. Mitchell et al.   Physical Review Accelerators and Beams

IOTA (Integrable Optics Test Accelerator): facility and experimental beam physics program

(2017) S. Antipov et al.   Journal of Instrumentation

scikit-image: image processing in Python

(2014) Stéfan van der Walt et al.   PeerJ

Tomographic reconstruction of the full 4D transverse phase space

(2013) K.M. Hock et al.   NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT

Implementing the Nelder-Mead simplex algorithm with adaptive parameters

(2010) Fuchang Gao et al.   COMPUTATIONAL OPTIMIZATION AND APPLICATIONS

Nonlinear accelerator lattices with one and two analytic invariants

(2010) V. Danilov et al.   PHYSICAL REVIEW SPECIAL TOPICS-ACCELERATORS AND BEAMS