search

rsehgal / TomoML

Application of ML in Muon Tomography
2 stars 0 forks source link

Predicting the muon tracks hit location on detector planes using ML #7

Open rsehgal opened 5 years ago

rsehgal commented 5 years ago

Here the target is to predict/estimate the muon track hit location on detector plane. One solution is to use straight line fit, but here we want to estimate the hit location using ML. The input will be the center point of the pixel, and the output would be the estimated hit points on detector planes, which will be predicted by the model developed using labelled data from simulations

Ani1211999 commented 5 years ago

HIstogram plotted with similarity to your Sir.. histogram_doca