
Worked on the JeffersonLab/halld_recon repository to deliver circular polarization monitoring and adaptive analysis tools for rho meson studies. Developed end-to-end monitoring by implementing histogram-based tracking of azimuthal decay angles with beam helicity gating and kinematic cuts, using C++ and the ROOT analysis framework. Added a plotting macro for visualization and helicity asymmetry calculation, and improved macro reliability by fixing histogram path resolution. Introduced adaptive fit model selection and histogram rebinning to enhance performance and robustness in low-statistics datasets. These contributions improved data quality checks, reduced analysis turnaround, and strengthened the monitoring workflow for physics analysis and simulation.
Monthly summary for 2025-05 focusing on business value and technical achievements for JeffersonLab/halld_recon. Key feature delivered: Adaptive Circular Monitor Fit and Histogram Rebinning. The feature dynamically selects the fit model for circular monitor data, switching between a simple sine model and a richer model based on total histogram entries, and introduces adaptive histogram rebinning by a factor of 2 when data is sparse. This improves fitting performance and responsiveness in low-statistics datasets, enabling faster and more reliable quality checks for downstream analyses. No major bugs fixed this month. Overall impact: Enhanced monitoring accuracy and speed in challenging data regimes, contributing to higher data quality and quicker feedback loops for production and research workflows. Maintains pipeline stability while delivering a notable performance and robustness uplift. Technologies/skills demonstrated: dynamic model selection logic, adaptive histogram rebinning, low-statistics data handling, performance optimization, and integration into the halld_recon monitoring workflow.
Monthly summary for 2025-05 focusing on business value and technical achievements for JeffersonLab/halld_recon. Key feature delivered: Adaptive Circular Monitor Fit and Histogram Rebinning. The feature dynamically selects the fit model for circular monitor data, switching between a simple sine model and a richer model based on total histogram entries, and introduces adaptive histogram rebinning by a factor of 2 when data is sparse. This improves fitting performance and responsiveness in low-statistics datasets, enabling faster and more reliable quality checks for downstream analyses. No major bugs fixed this month. Overall impact: Enhanced monitoring accuracy and speed in challenging data regimes, contributing to higher data quality and quicker feedback loops for production and research workflows. Maintains pipeline stability while delivering a notable performance and robustness uplift. Technologies/skills demonstrated: dynamic model selection logic, adaptive histogram rebinning, low-statistics data handling, performance optimization, and integration into the halld_recon monitoring workflow.
April 2025 monthly summary for JeffersonLab/halld_recon: Delivered end-to-end circular polarization monitoring for the p2pi plugin, enabling polarization studies of rho mesons. Implemented histogram-based tracking of azimuthal decay angle with gating on beam helicity and kinematic cuts, plus a plotting macro to visualize measurements and calculate helicity asymmetry. Fixed histogram path resolution in HistMacro_CircMonitor by updating base path to p2pi_preco and prepending Custom_p2pi_hists/ to histogram names, improving macro reliability. These changes enhance physics analysis capabilities, reduce debugging time, and improve maintainability of polarization-related histograms and macros.
April 2025 monthly summary for JeffersonLab/halld_recon: Delivered end-to-end circular polarization monitoring for the p2pi plugin, enabling polarization studies of rho mesons. Implemented histogram-based tracking of azimuthal decay angle with gating on beam helicity and kinematic cuts, plus a plotting macro to visualize measurements and calculate helicity asymmetry. Fixed histogram path resolution in HistMacro_CircMonitor by updating base path to p2pi_preco and prepending Custom_p2pi_hists/ to histogram names, improving macro reliability. These changes enhance physics analysis capabilities, reduce debugging time, and improve maintainability of polarization-related histograms and macros.

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