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Avik Ghosh

PROFILE

Avik Ghosh

Developed a noise simulation configuration feature for the DUNE/dunereco repository, focusing on enhancing the realism of detector simulations in particle physics research. Leveraged jsonnet to create flexible configurations supporting both correlated and uncorrelated noise within the ICEBERG Wire-Cell framework, enabling more accurate modeling of noise effects in simulation studies. The work integrated data analysis and noise modeling skills, with careful attention to reproducibility and configuration management through version control in Git. By improving simulation fidelity, this contribution allows researchers to better assess the impact of noise on detector performance and supports more informed design and analysis decisions in experimental workflows.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
544
Activity Months1

Your Network

38 people

Work History

March 2026

1 Commits • 1 Features

Mar 1, 2026

March 2026 monthly summary for DUNE/dunereco. Key feature delivered: Noise Simulation Configuration in ICEBERG Wire-Cell with jsonnet configs enabling correlated and uncorrelated noise. This enhances simulation fidelity for noise modeling in particle detection. Implemented via commit fd92945d789dc05fa126f695fa55afed6f6cef69 in the dunereco repo. Major bugs fixed: none reported this month. Overall impact: improved detector simulation realism, enabling researchers to study noise impacts more accurately and informing design and analysis decisions. Technologies/skills demonstrated: jsonnet-driven configuration, ICEBERG Wire-Cell integration, version control and traceability with Git, reproducible simulations, and configuration management.

Activity

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Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture100.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

jsonnet

Technical Skills

data analysisnoise modelingsimulation development

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

DUNE/dunereco

Mar 2026 Mar 2026
1 Month active

Languages Used

jsonnet

Technical Skills

data analysisnoise modelingsimulation development