From e2660d537f3fdf6db1fbd4bc2385cbaaa1297d17 Mon Sep 17 00:00:00 2001 From: Oksana Shadura Date: Wed, 26 Jul 2023 09:28:01 -0400 Subject: [PATCH] Add project supervised by Lukas --- projects/diff-geant.yml | 32 ++++++++++++++++++++++++++++++++ 1 file changed, 32 insertions(+) create mode 100644 projects/diff-geant.yml diff --git a/projects/diff-geant.yml b/projects/diff-geant.yml new file mode 100644 index 0000000..35f67ed --- /dev/null +++ b/projects/diff-geant.yml @@ -0,0 +1,32 @@ +--- +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: Lukas.Heinrich@cern.ch + - name: Michael Kagan + email: michael.aaron.kagan@cern.ch