SLAC National Accelerator Laboratory
Author in the following contributions
- Linking edge-ML X-ray diagnostics and adaptable photoinjector laser shaping for leveraging the capabilities of LCLS-II
- Demonstrations of the 4D phase space reconstruction of flat and magnetized beams using neural-networks and differentiable simulations
- Modeling and optimization of the FACET-II injector with machine learning algorithms
- Efficient 6-dimensional phase space reconstructions from experimental measurements using generative machine learning
- Progress on combining digital twins and machine learning-based control for accelerators at SLAC
- Optimization of AGS bunch merging with reinforcement learning
- Detailed characterization of coherent synchrotron radiation effects using generative phase space reconstruction
- Machine learning for the LCLS-II injector online modeling and optimization
- Modeling and optimization of the FACET-II injector with machine learning algorithms
- Detailed characterization of coherent synchrotron radiation effects using generative phase space reconstruction
- Linking edge-ML X-ray diagnostics and adaptable photoinjector laser shaping for leveraging the capabilities of LCLS-II
- Updates to Xopt for online accelerator optimization and control
