XENONnT/straxen
Oct 2025 – Jan 2026
2 Months active
Languages Used
Python
Technical Skills
Data AnalysisPhysics SimulationScientific ComputingJupyter Notebooksdata correction algorithmsplugin development
Caio Ishikawa
PROFILE
Caio Ishikawa
Caio Ishikawa enhanced the XENONnT/straxen repository by developing and refining data correction algorithms for physics simulation and scientific computing workflows. Over two months, he implemented a configurable relative charge yield correction factor within the CorrectedAreas plugin, extending its application to S2 encodings and improving energy calibration consistency across datasets. Using Python and Jupyter Notebooks, Caio also upgraded the SCADA Notebook Tutorial to support the new correction, updating examples and outputs for clearer data visualization. He addressed a sequencing bug in the S2 correction process, increasing pipeline reliability and reducing analysis errors, demonstrating depth in both feature development and maintenance.
Overall Statistics
Feature vs Bugs
67%Features
Repository Contributions
3Total
Bugs
1
Commits
3
Features
2
Lines of code
336
Activity Months2
Your Network
10 peopleWork History
January 2026
2 Commits • 1 Features
Jan 1, 2026January 2026 monthly summary for XENONnT/straxen: Focused on delivering data-analysis usability improvements and increasing pipeline reliability. Implemented the Relative Charge Yield enhancement in the SCADA Notebook Tutorial, updated examples and outputs, and improved data handling for clearer visualization. Fixed the S2 correction sequence to ensure correct application order, accompanied by a minor plugin version bump to 0.5.11. These changes reduce analysis errors, improve reproducibility, and strengthen end-to-end data processing for downstream science and decision-making.
2 Commits • 1 Features
Jan 1, 2026January 2026 monthly summary for XENONnT/straxen: Focused on delivering data-analysis usability improvements and increasing pipeline reliability. Implemented the Relative Charge Yield enhancement in the SCADA Notebook Tutorial, updated examples and outputs, and improved data handling for clearer visualization. Fixed the S2 correction sequence to ensure correct application order, accompanied by a minor plugin version bump to 0.5.11. These changes reduce analysis errors, improve reproducibility, and strengthen end-to-end data processing for downstream science and decision-making.
January 2026
October 2025
1 Commits • 1 Features
Oct 1, 2025October 2025 monthly summary focusing on feature delivery and technical improvements in XENONnT/straxen. Key achievement centered on enhancing charge yield correction accuracy through the CorrectedAreas plugin by introducing a dedicated relative charge yield correction factor, configurable and extended to S2 encodings.
October 2025
1 Commits • 1 Features
Oct 1, 2025October 2025 monthly summary focusing on feature delivery and technical improvements in XENONnT/straxen. Key achievement centered on enhancing charge yield correction accuracy through the CorrectedAreas plugin by introducing a dedicated relative charge yield correction factor, configurable and extended to S2 encodings.
Activity
Loading activity data...
Quality Metrics
Correctness90.0%
Maintainability83.4%
Architecture83.4%
Performance80.0%
AI Usage26.6%
Skills & Technologies
Programming Languages
Python
Technical Skills
Data AnalysisJupyter NotebooksPhysics SimulationScientific Computingdata correction algorithmsplugin development
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline