Space-charge distortion of transverse profiles measured by electron-based ionization profile monitors and correction methods based on machine learning

Differentiable Particle Accelerator Simulations

Introducing a novel framework for differentiable simulations of particle accelerators (DIPAS).

End-to-End Differentiable Simulations of Particle Accelerators

Resolving Profile Distortion for Electron-based IPMs using Machine Learning

International workshop on non-invasive beam profile monitors for hadron machines and its related techniques: 3rd IPM workshop, Japan Proton Accelerator Research Complex (Tokai, Japan), September 18th 2018

From IPM to BIF to e-Lens simulations

International workshop on non-invasive beam profile monitors for hadron machines and its related techniques: 3rd IPM workshop, Japan Proton Accelerator Research Complex (Tokai, Japan), September 18th 2018

Comprehensive simulations of distortions and their mitigations related to measurements with ionisation profile monitors

1st ARIES Annual Meeting, Riga Technical University (Riga, Latvia), May 24th 2018

Using Machine Learning for IPM profile reconstruction

Operations Beam Physics and Techniques Salon, GSI Helmholtz Centre for Heavy Ion Research (Darmstadt, Germany), February 20th 2018