Blog

Veto-Trained Machine Learning for Cleaner HPGe Clover Gamma Spectra

Nuclear Instrumentation HPGe Clover Anti-Compton Machine Learning This post continues my earlier Clover-array article: “Why Anti-Compton Shields Matter: A Geant4 Study of HPGe Clover Spectroscopy” . In that study, BGO anti-Compton shielding (and an active collimator) strongly reduced Compton background and improved peak visibility. Here I ask the next question: can we still improve peak-to-background […]

Veto-Trained Machine Learning for Cleaner HPGe Clover Gamma Spectra Read More »

Why Anti-Compton Shields Matter: A Geant4 Study of HPGe Clover Spectroscopy

This post presents an educational Geant4 simulation of a hypothetical HPGe clover detector array. It is designed to clearly illustrate key detector-physics concepts in γ-ray spectroscopy: Compton scattering, addback, and anti-Compton background suppression using BGO shields and an active collimator. The central aim of this study is not geometric sophistication, but spectral quality. In particular,

Why Anti-Compton Shields Matter: A Geant4 Study of HPGe Clover Spectroscopy Read More »

Building and Visualizing 2D Histograms in CERN ROOT (TH2F)

In the previous tutorials, you learned how to create 1D histograms and perform Gaussian fits using PyROOT.Now we move one step ahead and explore 2D histograms, which are extremely useful in physicsfor visualizing correlations between two variables — for example: Energy vs Time X vs Y detector positions Two correlated detector signals Calibration maps In

Building and Visualizing 2D Histograms in CERN ROOT (TH2F) Read More »

CERN ROOT – Data Analysis Framework for Nuclear and High-Energy Physics

CERN ROOT is an open-source, object-oriented data analysis framework developed at theEuropean Organization for Nuclear Research (CERN).It is designed to handle the large and complex datasets produced innuclear physics andhigh-energy particle physics experiments.ROOT provides an integrated environment for data storage, processing, statistical analysis,visualization, and simulation, making it one of the most widely used tools in

CERN ROOT – Data Analysis Framework for Nuclear and High-Energy Physics Read More »

Scroll to Top