7 citations · 16 across the 8 of their papers we have counts for
3 papers · 1 filter
Adaptive 3D convolutional neural network-based reconstruction method for 3D coherent diffraction imaging
Alexander Scheinker, Reeju Pokharel
We present a novel adaptive machine-learning based approach for reconstructing three-dimensional (3D) crystals from coherent diffraction imaging (CDI). We represent the crystals us…
Online Multi-Objective Particle Accelerator Optimization of the AWAKE Electron Beam Line for Simultaneous Emittance and Orbit Control
Alexander Scheinker, Simon Hirlaende, Francesco Maria Velotti +4
Multi-objective optimization is important for particle accelerators where various competing objectives must be satisfied routinely such as, for example, transverse emittance vs bun…
Advanced Control Methods for Particle Accelerators (ACM4PA) 2019 Workshop Report
Alexander Scheinker, Claudio Emma, Auralee L. Edelen +1
Los Alamos is currently developing novel particle accelerator controls and diagnostics algorithms to enable higher quality beams with lower beam losses than is currently possible.…