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decay-gen's Introduction

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HelixGen

Toy Monte-Carlo generator of particle decays featuring simulation of track helix and photon cluster. Experimental resolution is applied at the level of helixes and clusters. HelixGen may be useful for testing kinematic fitting algorithms.

Phase space decay generation is done with the zfit/phasespace package and Tensorflow backend. Flight lengths and resolution sampling is done with Jax.

HelixGen can serialize events generated to a json object. Example of events generation can be found in notebook.

decay-gen's People

Contributors

vitalyvorobyev avatar

Stargazers

Daniil Ivanov avatar PEP 8 Speaks avatar Daniil Yakovlev avatar

Watchers

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decay-gen's Issues

Implement GenParticle phase space generator with Jax

Currently, scikit-hep phasespace is used to produce phase space decays. It uses Tensroflow making HelixGen dependent on Tensorflow, too. Once phasespace generation is implemented with Jax, HelixGen will be dependent only on Jax

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