ELENA Extraction Beamline ML Toolkit

Python layer above the MAD‑X ELENA extraction beam line simulation, including machine learning training pipelines for fast magnet tuning.

Overview

MAD‑X model of the ELENA extraction beam line (major work by Bharat Rawat)
ML pipeline: 4 quadrupole strengths → beam transverse emittance prediction (other beam parameters fixed)

Name		Name	Last commit message	Last commit date
Latest commit History 19 Commits
.ipynb_checkpoints		.ipynb_checkpoints
data		data
model		model
results		results
APS_PLOT_STYLE.py		APS_PLOT_STYLE.py
README.md		README.md
config.yaml		config.yaml
sim_data_gen.py		sim_data_gen.py
train.ipynb		train.ipynb
utils.py		utils.py