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Sebastian Scheid

PROFILE

Sebastian Scheid

Worked on the AliceO2Group/O2Physics and O2DPG repositories to enhance Monte Carlo simulation workflows for high energy and particle physics analyses. Developed new C++ features for meson spectra prediction, including rapidity-based MC coordinate handling and histogram processing, and improved configuration management using CMake and INI files. Addressed initialization and filtering bugs to ensure reproducible results. Added configurable Pythia8 setups for multi-energy event generation and implemented dielectron production modeling in OO collisions with updated decay tables. Delivered a bash-based runner script for HF dielectron simulations, automating generator selection and randomization to streamline reproducibility and throughput in OO integration scenarios.

Overall Statistics

Feature vs Bugs

80%Features

Repository Contributions

8Total
Bugs
1
Commits
8
Features
4
Lines of code
454
Activity Months3

Work History

March 2026

1 Commits • 1 Features

Mar 1, 2026

Month: 2026-03 — Highlights: Delivered a new HF Dielectron Monte Carlo Simulation Runner Script. This bash-based runner configures random number generation and selects the appropriate MC generator based on defined probabilities, enabling reproducible HF2ee simulations and smoother OO integration. This work improves automation, reproducibility, and throughput for HF dielectron analyses in the O2DPG stack. Key commit: PWGEM: Add HF2ee script for OO (#2290) with hash 22f8bf4203e7436c7e88eb2728ca8c0bf3f20183. No major bugs fixed this month; ongoing work focused on feature delivery and stability.

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

Correctness90.0%
Maintainability90.0%
Architecture85.0%
Performance82.4%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++CMakeINIbashcfgini

Technical Skills

C++ DevelopmentConfiguration ManagementData AnalysisDetector Simulation ConfigurationEvent GenerationHigh Energy PhysicsMonte Carlo SimulationMonte Carlo simulationsParticle PhysicsParticle Physics SimulationPhysics SimulationSimulation AnalysisSoftware Developmentconfiguration managementscripting

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 Mar 2026
3 Months active

Languages Used

INIcfginiC++bash

Technical Skills

Configuration ManagementMonte Carlo SimulationParticle Physics SimulationDetector Simulation ConfigurationEvent GenerationMonte Carlo simulations