From 8f6be56d06aed62b83a99c2873ddab5f8b5602e4 Mon Sep 17 00:00:00 2001 From: Rocky Bala Garg Date: Wed, 1 Jul 2026 22:27:56 -0700 Subject: [PATCH 1/2] Add PV-Finder integration project details This YAML file details the integration and validation project for PV-Finder into the ATLAS Athena framework, including project scope, skills required, and contact information. --- projects/pvfinder-athena-integration.yml | 44 ++++++++++++++++++++++++ 1 file changed, 44 insertions(+) create mode 100644 projects/pvfinder-athena-integration.yml diff --git a/projects/pvfinder-athena-integration.yml b/projects/pvfinder-athena-integration.yml new file mode 100644 index 0000000..fda6f5b --- /dev/null +++ b/projects/pvfinder-athena-integration.yml @@ -0,0 +1,44 @@ +name: Integration and Validation of PV-Finder into ATLAS Athena Framework +postdate: 2026-07-01 +categories: + - Analysis tools + - ML/AI +durations: + - 3 months + - 6 months +experiments: + - ATLAS + - HL-LHC +skillset: + - ML + - Python + - C++ +status: + - Available +project: + - IRIS-HEP +location: + - Any +commitment: + - Full time +program: + - IRIS-HEP fellow +shortdescription: PV-Finder integration and validation into Athena +description: > + PV-Finder is a machine-learning-based primary vertex reconstruction algorithm that we have been developing + within the ATLAS Tracking CP group. The algorithm is now relatively mature, with encouraging results on + both Run 2/3 data and HL-LHC simulation samples. Our current focus is on integrating PV-Finder into the + ATLAS Athena framework, validating its performance, and preparing the work for publication. + The project would involve: + - Assisting with the integration and validation of PV-Finder within the Athena framework. + - Performing timing and performance studies of the Athena implementation and comparing its performance with the current AMVF primary vertex finding algorithm. + - Contributing to validation studies on Run 2/3 and HL-LHC samples, including the production of performance plots and documentation. + - Investigating potential optimizations to reduce inference time and computational cost while maintaining physics performance. + +contacts: + - name: Rocky Bala Garg + email: rbgarg@stanford.edu + - name: Lauren Tompkins + email: laurenat@stanford.edu + - name: Michael Sokoloff + email: sokoloff@ucmail.uc.edu From 4cd973eef03d1f385db900febddbd66761226aa4 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 2 Jul 2026 05:28:15 +0000 Subject: [PATCH 2/2] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- projects/pvfinder-athena-integration.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/projects/pvfinder-athena-integration.yml b/projects/pvfinder-athena-integration.yml index fda6f5b..38584f9 100644 --- a/projects/pvfinder-athena-integration.yml +++ b/projects/pvfinder-athena-integration.yml @@ -25,9 +25,9 @@ program: - IRIS-HEP fellow shortdescription: PV-Finder integration and validation into Athena description: > - PV-Finder is a machine-learning-based primary vertex reconstruction algorithm that we have been developing - within the ATLAS Tracking CP group. The algorithm is now relatively mature, with encouraging results on - both Run 2/3 data and HL-LHC simulation samples. Our current focus is on integrating PV-Finder into the + PV-Finder is a machine-learning-based primary vertex reconstruction algorithm that we have been developing + within the ATLAS Tracking CP group. The algorithm is now relatively mature, with encouraging results on + both Run 2/3 data and HL-LHC simulation samples. Our current focus is on integrating PV-Finder into the ATLAS Athena framework, validating its performance, and preparing the work for publication. The project would involve: - Assisting with the integration and validation of PV-Finder within the Athena framework.