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YubiaoWang

PROFILE

Yubiaowang

Yubiao Wang developed and enhanced advanced jet analysis workflows for the AliceO2Group/O2Physics repository, focusing on charged jet v2 and background subtraction in high-energy physics experiments. Leveraging C++ and ROOT, Wang implemented configurable event selection, robust Monte Carlo integration, and memory-optimized data processing to improve analysis reliability and reproducibility. His work included integrating centrality estimators, refining random-cone background estimation, and expanding visualization and QA metrics for both data and simulation. By addressing critical bugs and enabling flexible configuration for FT0A/FT0C selections, Wang delivered a modular, maintainable analysis framework that supports detailed, reproducible studies of jet properties and detector effects.

Overall Statistics

Feature vs Bugs

93%Features

Repository Contributions

17Total
Bugs
1
Commits
17
Features
13
Lines of code
5,460
Activity Months12

Work History

January 2026

1 Commits • 1 Features

Jan 1, 2026

January 2026 monthly summary for AliceO2Group/O2Physics focusing on delivering a configurable and robust jet analysis framework with FT0A/FT0C selections and improved MC handling. The work enhances data/MC consistency, enables flexible analysis configurations, and fixes critical MC processing issues to improve reliability of jet analyses for high-energy physics experiments.

December 2025

1 Commits • 1 Features

Dec 1, 2025

December 2025 monthly summary for AliceO2Group/O2Physics development work. Focused on integrating FT0C centrality estimator into jet background analysis, updating event cuts and background fluctuation calculations to incorporate centrality, thereby improving the accuracy of ALICE jet background analyses and reducing systematic uncertainties in centrality-dependent measurements.

October 2025

1 Commits • 1 Features

Oct 1, 2025

2025-10 Monthly Summary for AliceO2Group/O2Physics: Focused on delivering flexible jet background subtraction enhancements and improved validation tooling to enable more detailed, reproducible jet analyses. Implemented configurable median/local rho options and expanded RM-related checks to support robust cross-checks.

August 2025

1 Commits • 1 Features

Aug 1, 2025

2025-08 Monthly Summary for AliceO2Group/O2Physics: Implemented Jet-jet MC process integration for ChargedJetV2 with plotting enhancements and new histograms, enabling more accurate MC studies of jet properties and background subtraction. Refactored plotting utilities for consistency and reusability, improving analyst productivity and visualization quality. Added targeted histograms to support MC visualization and jet property analyses, boosting data/MC comparison capabilities. Fixed critical issues in processSigmaPtMCP plotting and improved the createAdd file upload workflow (#12681), enhancing reliability and collaboration.

July 2025

1 Commits • 1 Features

Jul 1, 2025

July 2025: Implemented MC jet analysis with subtraction methods for matched MCP/MCD jets, including in-plane and out-of-plane comparisons, enabling assessment of particle-level versus detector-level jet responses. The work supports PWGJE goals and was delivered in the AliceO2Group/O2Physics repository with a dedicated commit addressing subtraction in both in-plane/out-of-plane scenarios.

June 2025

2 Commits • 2 Features

Jun 1, 2025

June 2025 — AliceO2Group/O2Physics: Delivered jet v2 analysis enhancement across MCD and MCP data, and memory usage optimizations for plots and fit checks, improving analysis coverage and performance for large-scale simulations. These changes enable consistent cross-level (Data/MC) jet analysis, reduce runtime memory footprint, and introduce configurable quality checks to safeguard analysis fidelity.

May 2025

1 Commits

May 1, 2025

May 2025 deliverable focused on reliability and accuracy of random-cone background estimation for jetChargedV2 in O2Physics. Implemented a robust fix for leading-jet handling in random-cone calculations by introducing a configurable parameter randomConeLeadJetDeltaR to enforce minimum separation between the leading jet and random-cone axes. This prevents improper inclusion/exclusion of the leading jet, improving the fidelity of background estimations and reducing systematic bias in charged-jet analyses. The change is implemented in the O2Physics repository (AliceO2Group/O2Physics) and committed as 7ab16c31d150715245475002fde5667feb916343 (#11025). This work demonstrates strong C++ design, parameterization, and maintainability, with targeted testing and code-review discipline.

April 2025

1 Commits • 1 Features

Apr 1, 2025

April 2025 performance summary for AliceO2Group/O2Physics: Implemented track efficiency analysis instrumentation and improved random-cone background handling to enhance physics accuracy and analysis reliability. Added centrality-correlated histograms for track properties (pT, eta, phi, energy); refined random-cone selection by removing the leading jet’s eta-phi band; adjusted local rho fitting parameters. Code cleanup removed unused test plots and configurations to reduce noise and maintenance effort. Business value: more precise tracking efficiency measurements, robust background subtraction for jet analyses, and a leaner, more maintainable codebase.

March 2025

2 Commits • 1 Features

Mar 1, 2025

March 2025 monthly summary for AliceO2Group/O2Physics focused on enhancing event-plane analytics and improving data quality for PWGJE analyses. Delivered new visualization plots and metrics, implemented robust checks, and fixed critical distribution parameters to reduce analysis uncertainties.

February 2025

2 Commits • 2 Features

Feb 1, 2025

February 2025: Focused on robust charged jet analysis in O2Physics (AliceO2Group/O2Physics). Delivered two targeted features to improve event selection, fitting, and jet constituent analysis; implemented memory-safe data handling and added diagnostic histograms to aid validation. Business value centers on more precise jet measurements, reduced analysis ambiguity, and smoother workflow validation for physics results.

January 2025

2 Commits • 1 Features

Jan 1, 2025

January 2025 — Delivered the Charged Jet V2 Analysis Task for PWGJE in the AliceO2Group/O2Physics repository. The work included a code refactor and new configurable parameters for track occupancy and event plane analysis, along with expanded QA histogramming for jet properties, background fluctuations, and event plane correlations to enhance measurement precision and physics reach. Implemented quiet mode fitting to reduce log noise (V+ -> Q), improving stability and readability of production logs. This feature delivery is supported by two commits, marking an important step toward scalable PWGJE analyses in the O2 physics stack.

November 2024

2 Commits • 1 Features

Nov 1, 2024

November 2024 monthly summary for AliceO2Group/O2Physics focused on delivering Jet Charged V2 Analysis capabilities and stabilizing data integrity for jet v2 workflows. Achieved initial implementation of the Jet Charged V2 Analysis task and fixed a critical in-plane vs out-of-plane data filling bug to ensure accurate data collection for jet v2 analyses. This work enhances analysis reliability and accelerates downstream physics results through higher-quality data pipelines and traceable commits.

Activity

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Quality Metrics

Correctness82.4%
Maintainability80.0%
Architecture79.4%
Performance71.2%
AI Usage21.2%

Skills & Technologies

Programming Languages

C++

Technical Skills

ALICE Experiment AnalysisC++C++ DevelopmentCMakeData AnalysisData ProcessingData VisualizationEvent ReconstructionHigh Energy PhysicsJet PhysicsJet ReconstructionMemory ManagementMonte Carlo SimulationParticle PhysicsPerformance Optimization

Repositories Contributed To

1 repo

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

AliceO2Group/O2Physics

Nov 2024 Jan 2026
12 Months active

Languages Used

C++

Technical Skills

C++C++ DevelopmentCMakeData AnalysisHigh Energy PhysicsParticle Physics

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