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Merge pull request #61 from oshadura/geant4-project
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Add a project supervised by Lukas
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davidlange6 authored Jul 26, 2023
2 parents 28a4902 + e2660d5 commit 5f676fa
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---
name: Developing an automatic differentiation and initial parameters optimisation pipeline for the particle shower model
postdate: 2023-07-26
categories:
- Analysis tools
- Open science
durations:
- 3 months
experiments:
- ATLAS
- CMS
skillset:
- Python
- C++
status:
- Available
project:
- IRIS-HEP
location:
- Any
commitment:
- Full time
program:
- 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.
contacts:
- name: Lukas Heinrich
email: [email protected]
- name: Michael Kagan
email: [email protected]

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