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- IRIS-HEP fellow | ||
shortdescription: Developing an automatic differentiation and initial parameters optimisation pipeline for the particle shower model. | ||
description: > | ||
The goal of this project is to develop a differentiable simulation and optimization pipeline for Geant4. The narrow task of this Fellowship project is to develop a trial automatic differentiation and backpropagation pipeline for the Markov-like stochastic branching process that is modeling a particle shower spreading inside a detector material in three spatial dimensions. | ||
The goal of this project is to develop a differentiable simulation and optimization pipeline for Geant4. The narrow task of this | ||
Fellowship project is to develop a trial automatic differentiation and backpropagation pipeline for the Markov-like stochastic | ||
branching process that is modeling a particle shower spreading inside a detector material in three spatial dimensions. | ||
contacts: | ||
- name: Lukas Heinrich | ||
email: [email protected] | ||
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