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Jakub Both

PROFILE

Jakub Both

Jakub Both contributed to the pmgbergen/porepy repository by developing and refining features for scientific computing in Python and Jupyter Notebooks, focusing on poromechanics and numerical modeling. He enhanced the Newton Solver’s residual handling to improve convergence reliability and implemented bulk gravity support, enabling more realistic physical simulations. Jakub standardized naming conventions and reorganized code modules to improve readability, maintainability, and onboarding for new users. His work included API design, code refactoring, and comprehensive documentation updates, ensuring consistent behavior and reducing migration risk. Through careful testing and static analysis, Jakub’s contributions strengthened the project’s stability and long-term maintainability.

Overall Statistics

Feature vs Bugs

78%Features

Repository Contributions

21Total
Bugs
2
Commits
21
Features
7
Lines of code
563
Activity Months4

Work History

May 2025

7 Commits • 3 Features

May 1, 2025

May 2025: Focused on API stability, maintainability, and documentation enhancements across porepy. Key deliverables included: (1) exporter constant data export behavior and API evolution; (2) codebase reorganization of the Anderson Acceleration module; (3) plotting/visualization docs updates for the 'info' argument. Concurrent tests and docs were updated; deprecation warnings were introduced where applicable. Overall, these changes reduce migration risk for users and accelerate developer velocity.

March 2025

7 Commits • 2 Features

Mar 1, 2025

March 2025 monthly summary for pmgbergen/porepy focused on enhancing physical realism in poromechanics and improving code quality. Key outcomes include the addition of bulk gravity support for poromechanics models and substantial code readability/documentation improvements that set a stronger foundation for maintainability and future work.

February 2025

5 Commits • 2 Features

Feb 1, 2025

February 2025: Focused on standardizing naming conventions in tutorial notebooks and stabilizing model terminology to improve usability, readability, and reproducibility across the project pmgbergen/porepy. Implemented uniform 'model' naming, unified domain boundary naming to 'domain_sides', and reverted unintended model renaming that caused inconsistencies in tutorials and benchmarks. These changes reduce onboarding friction for new users, simplify maintenance, and strengthen cross-tutorial benchmarking integrity.

January 2025

2 Commits

Jan 1, 2025

January 2025 monthly work summary for pmgbergen/porepy focusing on bug fix and code quality improvements in the Newton Solver residual handling.

Activity

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Quality Metrics

Correctness91.4%
Maintainability93.2%
Architecture87.6%
Performance84.8%
AI Usage20.0%

Skills & Technologies

Programming Languages

Jupyter NotebookPython

Technical Skills

API DesignAPI UsageCode OrganizationCode RefactoringConfiguration ManagementDocumentationFinite Element MethodJupyter NotebookJupyter NotebooksNotebook ManagementNumerical ModelingNumerical SimulationPoromechanicsPythonReadability Improvement

Repositories Contributed To

1 repo

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

pmgbergen/porepy

Jan 2025 May 2025
4 Months active

Languages Used

PythonJupyter Notebook

Technical Skills

Code RefactoringReadability ImprovementSoftware MaintenanceAPI UsageDocumentationJupyter Notebook

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