Question
This project investigates reconstruction of particle parameters from detector responses, with a focus on calorimeter-shower data. The working tasks include energy and angle regression, detector-response reconstruction, and comparisons between convolutional model families.
Current technical record
The documented model line includes M10, M11, and M12-C variants trained with AdamW and Huber loss. The report records validation procedures and a frozen corrected policy so that later changes are distinguishable from the verified baseline.
Status
The experiment is active. The public page stays at the level of method and reproducibility while data products, plots, and the final research narrative are prepared for release.
Why it belongs here
It is an example of the site’s intended archive: enough context to explain a live research direction, plus a clear boundary around material that is not ready to publish.