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Sebastian Scheid

PROFILE

Sebastian Scheid

During a two-month period, Sebastian Scheid developed and enhanced Monte Carlo simulation workflows for high energy physics within the AliceO2Group/O2Physics and AliceO2Group/O2DPG repositories. He implemented a C++ Particle Prediction Task to generate meson spectra from offline simulations, introducing CMake-based workflows and rapidity-based MC coordinate handling. Scheid also fixed initialization and filtering logic to ensure consistent eta-based predictions. In O2DPG, he configured Pythia8 setups for multi-energy proton-proton collisions and added dielectron production modeling for OO collisions, updating decay tables and INI configurations. His work improved simulation accuracy, reproducibility, and streamlined configuration management for physics analysis pipelines.

Overall Statistics

Feature vs Bugs

75%Features

Repository Contributions

7Total
Bugs
1
Commits
7
Features
3
Lines of code
395
Activity Months2

Work History

September 2025

1 Commits • 1 Features

Sep 1, 2025

Month: 2025-09 – Key feature delivered: Dielectron production modeling in OO collisions with Pythia integrated into the O2DPG framework. The feature adds a new parameter for dielectron production in OO collisions using Pythia, updates decay tables, and includes a dedicated INI configuration file for the event generator cocktail, along with a validation test to ensure setup correctness. Implemented to support more accurate dielectron decay simulations in OO events.

August 2025

6 Commits • 2 Features

Aug 1, 2025

August 2025 focused on delivering end-to-end improvements to MC prediction workflows and multi-energy MC configuration across O2Physics and O2DPG. In O2Physics, we added a new Particle Prediction Task to generate meson-spectra predictions from offline simulations, complete with a CMake-based workflow and histogram processing for pi0, eta, eta', rho, omega, and phi, plus primary-particle filtering and rapidity-based MC coordinates. A bug fix adjusted initialization to InitContext& and corrected eta-based filtering to ensure consistent predictions. In O2DPG, we introduced configurable Pythia8 setups to run MC events at 5.02, 5.36, and 7.0 TeV, with dedicated beam properties, energies, and decay limits to accelerate cross-energy analyses. These changes collectively improve prediction accuracy, reproducibility, and research throughput, enabling faster validation of physics analyses and detector performance.

Activity

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Quality Metrics

Correctness88.6%
Maintainability91.4%
Architecture85.6%
Performance82.8%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++CMakeINIcfgini

Technical Skills

C++ DevelopmentConfiguration ManagementData AnalysisDetector Simulation ConfigurationEvent GenerationHigh Energy PhysicsMonte Carlo SimulationParticle PhysicsParticle Physics SimulationPhysics SimulationSimulation AnalysisSoftware Development

Repositories Contributed To

2 repos

Overview of all repositories you've contributed to across your timeline

AliceO2Group/O2Physics

Aug 2025 Aug 2025
1 Month active

Languages Used

C++CMake

Technical Skills

C++ DevelopmentData AnalysisHigh Energy PhysicsMonte Carlo SimulationParticle PhysicsPhysics Simulation

AliceO2Group/O2DPG

Aug 2025 Sep 2025
2 Months active

Languages Used

INIcfginiC++

Technical Skills

Configuration ManagementMonte Carlo SimulationParticle Physics SimulationDetector Simulation ConfigurationEvent Generation

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