DUNE/sandreco
Jan 2025 – Feb 2025
2 Months active
Languages Used
C++
Technical Skills
Algorithm DevelopmentAlgorithm ImprovementBug FixingC++C++ DevelopmentCode Commenting
dcasazza
PROFILE
Dcasazza
Denise Casazza enhanced the DUNE/sandreco repository by developing and refining Monte Carlo matching and geometry-aware clustering features over a two-month period. She introduced new C++ data structures and integrated ROOT to enable detailed property tracking in simulation workflows, while also improving cluster recovery algorithms to handle incomplete cells and ensure numerical stability. Denise updated the SANDClustering API to incorporate geometry information, allowing for more accurate hit reconstruction and cluster classification by type. Her work leveraged C++ and the ROOT framework, resulting in more reliable data reconstruction, improved digitization accuracy, and streamlined downstream physics analyses through robust, maintainable code enhancements.
Overall Statistics
Feature vs Bugs
83%Features
Repository Contributions
10Total
Bugs
1
Commits
10
Features
5
Lines of code
1,171
Activity Months2
Your Network
10 people
Work History
February 2025
4 Commits • 3 Features
Feb 1, 2025February 2025: Progress on geometry-aware clustering and reconstruction in DUNE/sandreco. The month delivered API improvements, geometry-driven reconstruction enhancements, and cluster metadata classification to improve reconstruction accuracy, data provenance, and downstream physics analyses. These changes enable more reliable clustering results and better handling of incomplete cells, with scoped API changes for clearer usage and maintenance.
4 Commits • 3 Features
Feb 1, 2025February 2025: Progress on geometry-aware clustering and reconstruction in DUNE/sandreco. The month delivered API improvements, geometry-driven reconstruction enhancements, and cluster metadata classification to improve reconstruction accuracy, data provenance, and downstream physics analyses. These changes enable more reliable clustering results and better handling of incomplete cells, with scoped API changes for clearer usage and maintenance.
February 2025
January 2025
6 Commits • 2 Features
Jan 1, 2025January 2025 — DUNE/sandreco: Delivered Monte Carlo matching enhancements with new data structures and ROOT integration; improved cluster recovery with incomplete cell handling; fixed first photo electron handling in digitization. These changes increased MC workflow fidelity, enabled detailed property tracking, and improved digitization accuracy, delivering tangible business value for simulations and analyses.
January 2025
6 Commits • 2 Features
Jan 1, 2025January 2025 — DUNE/sandreco: Delivered Monte Carlo matching enhancements with new data structures and ROOT integration; improved cluster recovery with incomplete cell handling; fixed first photo electron handling in digitization. These changes increased MC workflow fidelity, enabled detailed property tracking, and improved digitization accuracy, delivering tangible business value for simulations and analyses.
Activity
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Quality Metrics
Correctness81.0%
Maintainability82.0%
Architecture79.0%
Performance66.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
C++
Technical Skills
Algorithm DevelopmentAlgorithm ImprovementBug FixingC++C++ DevelopmentCode CommentingData AnalysisData ProcessingData ReconstructionData StructuresDetector SimulationGeometry CalculationNumerical AnalysisROOT FrameworkSoftware Development
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