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particle-identification

Here are 8 public repositories matching this topic...

sangaline / pidrix

Particle Identification Matrix Factorization Library

matrix-factorization high-energy-physics particle-physics root-cern particle-identification

Updated Apr 11, 2017
C++

mbarbetti / pidgan

📦 GAN-based models to flash-simulate the LHCb PID detectors

machine-learning deep-learning tensorflow pid keras gan lhcb-experiment particle-identification ultrafast-simulation lhcb-lamarr flash-simulation

Updated Oct 30, 2024
Python

amacaluso / Machine-Learning-for-particle-discrimination

This project contains the code to perform a task of Particle identification (PID) in Astrophysics, comparing Deep Learning and Classical Machine Learning approaches. Data are provided by Agile team (http://agile.rm.iasf.cnr.it/) and the goal of the analysis is to provide a Statistical model which is able to distinguish gamma-ray photon for backg…

gamma-ray-astronomy applied-statistics particle-identification applied-machine-learning applied-deep-learning

Updated Jul 17, 2020
Python

mieskolainen / DREM-PID

Multichannel Double Recursive Frequentist-Bayesian Particle Identification algorithm in HEP

high-energy-physics expectation-maximization-algorithm maximum-likelihood-estimation particle-identification

Updated Feb 11, 2018
C++

rete / TimingAnalysis

Collection of various utilities and Marlin(MT) processors for timing studies

marlin particle-identification ilcsoft fast-timing

Updated Sep 25, 2020
CMake

nico0407 / Machine-Learning-and-Neural-Networks-for-HEP

Collection of different Machine Learning models and neural network structures applied to a particle dataset using Keras, Tensorflow and Sklearn.

machine-learning sklearn neural-networks supervised-learning high-energy-physics keras-tensorflow particle-identification

Updated Jan 10, 2022
Jupyter Notebook

Edenhofer / PID-boost

Bachelor Thesis: Optimization of Particle Identification (at the Belle 2 Experiment)

statistics physics bayes particle-identification belleii

Updated Jul 6, 2018
Python

LamarrSim / pidgan

📦 GAN-based models to flash-simulate the LHCb PID detectors

machine-learning deep-learning tensorflow pid keras gan lhcb-experiment particle-identification ultrafast-simulation lhcb-lamarr flash-simulation

Updated Oct 1, 2024
Python

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