
Worked on the DUNE/MaCh3_DUNE repository to streamline systematic parameter variation workflows for data analysis. Developed a unified application that automates 1D and 2D parameter scans using YAML-driven configuration, consolidating previously separate tools into a single, maintainable codebase. Refactored core C++ logic to improve histogram handling, ensuring correct selection and retrieval based on sample dimensions, and enhanced configuration management for reproducibility and clarity. Added atmospheric binning data assets to support new analysis modes and resolved a histogram casting bug to prevent runtime errors. The work emphasized build system improvements, code refactoring, and robust handling of systematic uncertainties in scientific software.
February 2025 monthly performance summary for DUNE/MaCh3_DUNE: Implemented a streamlined Variations workflow enabling systematic 2D/1D parameter scans with YAML-driven configuration, consolidated multiple variation apps into a single, maintainable tool, and enhanced histogram handling and configuration to improve reliability, reproducibility, and data-driven analyses. Added atmospheric binning data assets to support atmospheric analyses and resolved a histogram casting bug that could cause runtime failures.
February 2025 monthly performance summary for DUNE/MaCh3_DUNE: Implemented a streamlined Variations workflow enabling systematic 2D/1D parameter scans with YAML-driven configuration, consolidated multiple variation apps into a single, maintainable tool, and enhanced histogram handling and configuration to improve reliability, reproducibility, and data-driven analyses. Added atmospheric binning data assets to support atmospheric analyses and resolved a histogram casting bug that could cause runtime failures.

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