A kernel density estimator model trained on pion test beam data produces fast simulations of AHCAL showers that match measured observables and can be interpolated to arbitrary energies.
Brianne.Time development of hadronic showers in a Highly Granular Analog Hadron Calorimeter
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An investigation of fast simulation techniques for pion showers using kernel density estimators with the CALICE AHCAL Technological Prototype
A kernel density estimator model trained on pion test beam data produces fast simulations of AHCAL showers that match measured observables and can be interpolated to arbitrary energies.