Challenges in ATF3 Beam Dynamics Considerations by Andrea Latina
The final focus system in a linear collider, such as ATF3, is challenging due to imperfections like wakefields, magnets misalignment, and beam jitter. The design goals at ATF2 were ambitious but faced difficulties in achieving the desired beam size. Imperfections like dipole/quadrupole misalignment,
0 views • 7 slides
Neural Network Control for Seismometer Temperature Stabilization
Utilizing neural networks, this project aims to enhance seismometer temperature stabilization by implementing nonlinear control to address system nonlinearities. The goal is to improve control performance, decrease overshoot, and allow adaptability to unpredictable parameters. The implementation of
0 views • 24 slides
Advanced Techniques in Regression Analysis
Explore various advanced techniques in regression analysis, including structural variations, interactions, and nonlinearities. Learn how to handle situations where the effect of one explanatory variable depends on another, or when the relationship between variables bends non-linearly. Discover trick
0 views • 5 slides