
Andrea Sofia Triolo contributed to the AliceO2Group/AliceO2 repository by developing and refining detector simulation and tracking workflows for high energy physics experiments. She engineered features such as the ALICE3 TRK digitizer and enhanced geometry handling, enabling accurate digit creation from hits and robust mapping of detector components. Using C++, ROOT, and CMake, Andrea improved simulation fidelity by updating segmentation algorithms, integrating validation macros, and supporting flexible digitization with local response files. Her work addressed both feature development and critical bug fixes, resulting in more reliable data analysis pipelines and maintainable code, with careful attention to geometry accuracy and downstream analysis integrity.

January 2026 monthly performance summary for AliceO2Group/AliceO2. Focused on stabilizing tracking geometry and enabling flexible digitization workflows to improve simulation fidelity and deployment in production runs.
January 2026 monthly performance summary for AliceO2Group/AliceO2. Focused on stabilizing tracking geometry and enabling flexible digitization workflows to improve simulation fidelity and deployment in production runs.
December 2025: Strengthened detector geometry reliability for ALICE3 TRK within the AliceO2 project by delivering a critical fix to the VD segmentation width calculation. The change accounts for gaps between adjacent layers, improving geometry accuracy and stability of track reconstruction. Implemented in AliceO2 (AliceO2Group/AliceO2) with commit 93ff0dcf60e8bd709de653fc354dc5cd05cf760c (ALICE3-TRK: adjusted VD segmentation taking into account gaps between adjacent layers (#14903)). This work reduces potential systematic uncertainties in detector geometry, enabling more reliable physics analyses and calibration workflows, and supports downstream integration with ALICE3 TRK pipelines.
December 2025: Strengthened detector geometry reliability for ALICE3 TRK within the AliceO2 project by delivering a critical fix to the VD segmentation width calculation. The change accounts for gaps between adjacent layers, improving geometry accuracy and stability of track reconstruction. Implemented in AliceO2 (AliceO2Group/AliceO2) with commit 93ff0dcf60e8bd709de653fc354dc5cd05cf760c (ALICE3-TRK: adjusted VD segmentation taking into account gaps between adjacent layers (#14903)). This work reduces potential systematic uncertainties in detector geometry, enabling more reliable physics analyses and calibration workflows, and supports downstream integration with ALICE3 TRK pipelines.
November 2025 monthly summary for AliceO2Group/AliceO2. Implemented targeted ALICE3 tracking improvements to increase hit coverage accuracy and processing reliability. Updated segmentation and hit processing to align with recent geometry changes and migrated to the o2::trk::Hit type. Fixed edge-case handling for long hits at large Z and cleaned up debugging prints to improve maintainability. These changes enhance physics data quality, reduce reprocessing, and prepare the codebase for forthcoming ML/OT geometry updates.
November 2025 monthly summary for AliceO2Group/AliceO2. Implemented targeted ALICE3 tracking improvements to increase hit coverage accuracy and processing reliability. Updated segmentation and hit processing to align with recent geometry changes and migrated to the o2::trk::Hit type. Fixed edge-case handling for long hits at large Z and cleaned up debugging prints to improve maintainability. These changes enhance physics data quality, reduce reprocessing, and prepare the codebase for forthcoming ML/OT geometry updates.
October 2025 monthly summary for the AliceO2 project (AliceO2Group/AliceO2): Delivered significant ALICE3 TRK digitization improvements and validating tooling within the integration work stream. The changes enhance simulation fidelity, validation capabilities, and code quality, driving more reliable physics outcomes and streamlined validation.
October 2025 monthly summary for the AliceO2 project (AliceO2Group/AliceO2): Delivered significant ALICE3 TRK digitization improvements and validating tooling within the integration work stream. The changes enhance simulation fidelity, validation capabilities, and code quality, driving more reliable physics outcomes and streamlined validation.
Monthly summary for 2025-08 (AliceO2Group/AliceO2): Delivered the first functional version of the ALICE3 TRK Digitizer, enabling simulation of digit creation from hits and integrating geometry refactors into the digitizer workflow. Introduced new classes for chip segmentation and simulation response, establishing end-to-end TRK digitization groundwork and accelerating validation of detector response for physics studies. Major bugs fixed: none reported this month; minor integration refinements ensured compatibility with existing digitizer workflow.
Monthly summary for 2025-08 (AliceO2Group/AliceO2): Delivered the first functional version of the ALICE3 TRK Digitizer, enabling simulation of digit creation from hits and integrating geometry refactors into the digitizer workflow. Introduced new classes for chip segmentation and simulation response, establishing end-to-end TRK digitization groundwork and accelerating validation of detector response for physics studies. Major bugs fixed: none reported this month; minor integration refinements ensured compatibility with existing digitizer workflow.
Summary for 2025-07 (AliceO2Group/AliceO2): Delivered key feature work around detector geometry handling for ALICE3-TRK. Implemented a refactor of detector geometry handling to reliably retrieve detector IDs for hits across different geometry layouts, added support for half-staves in the staggered geometry, and ensured the hit-indexing scheme is independent of the chosen geometry layout. The work includes a targeted fix to detector ID retrieval as part of this feature (commit 9ce304b4e99f5f721c1eac92194f282cb732d0bd). Impact: improved accuracy and robustness of hit-to-detector mapping, enabling more reliable track reconstruction and cleaner downstream analytics. Technologies/skills demonstrated: C++ refactoring, geometry abstractions, data indexing, and cross-geometry compatibility.
Summary for 2025-07 (AliceO2Group/AliceO2): Delivered key feature work around detector geometry handling for ALICE3-TRK. Implemented a refactor of detector geometry handling to reliably retrieve detector IDs for hits across different geometry layouts, added support for half-staves in the staggered geometry, and ensured the hit-indexing scheme is independent of the chosen geometry layout. The work includes a targeted fix to detector ID retrieval as part of this feature (commit 9ce304b4e99f5f721c1eac92194f282cb732d0bd). Impact: improved accuracy and robustness of hit-to-detector mapping, enabling more reliable track reconstruction and cleaner downstream analytics. Technologies/skills demonstrated: C++ refactoring, geometry abstractions, data indexing, and cross-geometry compatibility.
2025-05 monthly summary for AliceO2: Focused on delivering an enhanced detector geometry accessibility layer. Implemented GeometryTGeo enhancements with new methods to extract and provide detailed geometry information, including counts and metadata for layers, petals, disks, and staves. This improves data accessibility for analytics, QA, and onboarding of geometry-related workflows. Commit reference provided for traceability: 6bb3383e2a2737948d83b4cb6b2609804b30e61e with message "ALICE3-TRK: add GeometryTGeo methods to get volumes from the geometry (#14344)".
2025-05 monthly summary for AliceO2: Focused on delivering an enhanced detector geometry accessibility layer. Implemented GeometryTGeo enhancements with new methods to extract and provide detailed geometry information, including counts and metadata for layers, petals, disks, and staves. This improves data accessibility for analytics, QA, and onboarding of geometry-related workflows. Commit reference provided for traceability: 6bb3383e2a2737948d83b4cb6b2609804b30e61e with message "ALICE3-TRK: add GeometryTGeo methods to get volumes from the geometry (#14344)".
March 2025 monthly summary for AliceO2Group/AliceO2. Delivered targeted improvements to the ITS efficiency study, emphasizing reliability, maintainability, and alignment with analysis standards. Key changes include code cleanup (removal of unused variables and histograms), refined efficiency calculation selection criteria, updated efficiency cuts, and hardened MC data handling by excluding known bad chips to reduce measurement bias. These changes improve the trustworthiness of efficiency metrics used in performance decisions and simplify future maintenance. Commit referenced: 81dad271ef926e4af9809038b0aa32c0bcaf0f66 as part of (#13995).
March 2025 monthly summary for AliceO2Group/AliceO2. Delivered targeted improvements to the ITS efficiency study, emphasizing reliability, maintainability, and alignment with analysis standards. Key changes include code cleanup (removal of unused variables and histograms), refined efficiency calculation selection criteria, updated efficiency cuts, and hardened MC data handling by excluding known bad chips to reduce measurement bias. These changes improve the trustworthiness of efficiency metrics used in performance decisions and simplify future maintenance. Commit referenced: 81dad271ef926e4af9809038b0aa32c0bcaf0f66 as part of (#13995).
Monthly work summary for 2024-12 focusing on the O2Physics PWGLF module. This month centered on stabilizing and correcting HF-origin checks in the nonPromptCascade task to improve accuracy and downstream analysis; no new features were delivered; major bug fix implemented with a single committed change. Result: more reliable HF-origin attribution and better data quality in PWGLF analyses.
Monthly work summary for 2024-12 focusing on the O2Physics PWGLF module. This month centered on stabilizing and correcting HF-origin checks in the nonPromptCascade task to improve accuracy and downstream analysis; no new features were delivered; major bug fix implemented with a single committed change. Result: more reliable HF-origin attribution and better data quality in PWGLF analyses.
November 2024: Focused on correcting critical processing accuracy in PWGLF within O2Physics. Delivered a targeted bug fix for PWGLF NonPromptCascade to correct the swapped beauty and charm fractions, ensuring the first element corresponds to beauty and the second to charm. This change improves the fidelity of beauty/charm particle identification and reduces bias in downstream analyses. The fix was implemented, reviewed, and merged (PR #8350) with commit 1d1eb3a3e8dda0e39731d5b7be0d6b6b4cc0a48e. Overall impact: higher data quality, more reliable non-prompt cascade results, and improved reproducibility. Technologies/skills demonstrated: debugging in PWGLF, C++/ROOT-based analysis code, PR workflow, and meticulous unit/integration verification.
November 2024: Focused on correcting critical processing accuracy in PWGLF within O2Physics. Delivered a targeted bug fix for PWGLF NonPromptCascade to correct the swapped beauty and charm fractions, ensuring the first element corresponds to beauty and the second to charm. This change improves the fidelity of beauty/charm particle identification and reduces bias in downstream analyses. The fix was implemented, reviewed, and merged (PR #8350) with commit 1d1eb3a3e8dda0e39731d5b7be0d6b6b4cc0a48e. Overall impact: higher data quality, more reliable non-prompt cascade results, and improved reproducibility. Technologies/skills demonstrated: debugging in PWGLF, C++/ROOT-based analysis code, PR workflow, and meticulous unit/integration verification.
October 2024 monthly summary for repository AliceO2Group/AliceO2 focusing on delivering measurable business value through technical enhancements in the ITS postprocessing workflow.
October 2024 monthly summary for repository AliceO2Group/AliceO2 focusing on delivering measurable business value through technical enhancements in the ITS postprocessing workflow.
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