EXCEEDS logo
Exceeds
tnbernard

PROFILE

Tnbernard

Worked extensively on the ammarhakim/gkeyll and ammarhakim/gkylzero repositories, delivering robust features and stability improvements for gyrokinetic plasma simulation software. Focused on modularizing species architecture, enhancing GPU readiness, and refining collision frequency modeling, the work included device-side kernel selection, dynamic memory management, and regression test stabilization. Leveraged C, C++, and CUDA to implement time- and space-varying collision models, improve diagnostic infrastructure, and ensure cross-platform build consistency with Makefile and YAML configuration. Emphasized maintainability through code refactoring, bug fixes, and test-driven validation, resulting in more reliable, configurable, and performant scientific computing workflows for high-performance plasma physics simulations.

Overall Statistics

Feature vs Bugs

51%Features

Repository Contributions

143Total
Bugs
33
Commits
143
Features
34
Lines of code
1,958,197
Activity Months8

Work History

March 2026

1 Commits • 1 Features

Mar 1, 2026

March 2026 monthly summary for ammarhakim/gkylzero focused on delivering a robust cross-platform foundation and onboarding improvements. Key feature delivered this month: Cross-Platform Build System and Project Scaffolding, introducing macOS build configuration, .gitignore, license file, and a Makefile to streamline builds and testing for the Gkeyll simulation framework. This work establishes a consistent, maintainable baseline for future development and CI across platforms.

October 2025

2 Commits • 1 Features

Oct 1, 2025

October 2025: Delivered Gyrokinetic Collision Frequency Modeling Enhancements in ammarhakim/gkylzero. Replaced constant nu with a time- and space-varying collision frequency model and unified handling under a single variable, significantly improving flexibility and accuracy. Updated the 3x2v CREG input workflow to exercise the dynamic nu and refactored tests to validate its behavior. No major bugs fixed this month; focus was on feature delivery, validation, and maintainability. Business impact: more accurate collision dynamics enables reliable parameter studies and closer alignment with experimental trends. Technologies demonstrated: C/C++ development, configuration-driven design, test-driven validation, and code review.

August 2025

1 Commits

Aug 1, 2025

Monthly performance summary for 2025-08 focusing on the ammarhakim/gkylzero repository. A single key issue was addressed: a bug in the radiation fit parameters file path, which could cause runtime errors during radiation parameter loading in the gyrokinetic code. The fix corrected the file path concatenation in the radiation_read routine, improving robustness and reliability of radiation data ingestion across simulations. The change was implemented as a small, focused patch and committed under hash 4ecc7ebf0bccb3477bce3109805e5845b08eb43c.

June 2025

1 Commits

Jun 1, 2025

June 2025: Focused on stabilizing neut tests in the ammarhakim/gkeyll repo by aligning diagnostic moment strings to match gk_species, thereby preventing segmentation faults observed in regression tests. The change improves reliability of diagnostic messaging and test CI stability.

April 2025

14 Commits • 1 Features

Apr 1, 2025

April 2025 monthly summary focusing on key accomplishments and business value across the gkeyll repository. The work concentrated on enabling robust device-side kernel selection for Vlasov solvers, stabilizing the regression/testing workflow, hardening GPU/test reliability, and strengthening the positivity initialization logic for neutral species to improve physical validity and stability across CPU/GPU runs.

March 2025

36 Commits • 9 Features

Mar 1, 2025

March 2025 monthly summary for ammarhakim/gkeyll focused on expanding test coverage, stabilizing recycling workflows, and strengthening GK physics correctness and memory safety. Major work spanned axisymmetry testing enhancements, recycling diagnostics and write infrastructure, and GK memory management, initialization improvements, and canonical PB fixes with regression tests. These efforts improved stability on GPU/CPU paths, better data availability for recycling scenes, and alignment with canonical models and phase-basis kernels, enabling more robust production simulations and faster physics validation.

February 2025

60 Commits • 12 Features

Feb 1, 2025

February 2025 monthly summary for ammarhakim/gkeyll. Focused on maintainability, correctness, and GPU readiness. Delivered key refactors, GPU-oriented updates, and regression fixes across the repository. Outcomes include clearer reaction handling paths, streamlined updater/kernel logic, integration of a canonical PB solver for GK neutrals, and improved test stability and reproducibility.

January 2025

28 Commits • 10 Features

Jan 1, 2025

January 2025 monthly work summary for ammarhakim/gkeyll focused on strengthening GK species architecture, expanding time-advance capabilities, and consolidating core write/collision/react pathways into modular components to improve maintainability, performance, and reliability. The work emphasizes business value through more robust physics integration, fewer conditional branches, and enhanced restart stability across static and dynamic species.

Activity

Loading activity data...

Quality Metrics

Correctness87.6%
Maintainability88.2%
Architecture85.4%
Performance77.0%
AI Usage20.2%

Skills & Technologies

Programming Languages

CC++CUDAMakefileYAML

Technical Skills

Boundary Condition ImplementationBoundary conditionsBug FixBug FixingC DevelopmentC ProgrammingC programmingC++C++ DevelopmentC/C++C/C++ DevelopmentC/C++ ProgrammingCUDACUDA DevelopmentCUDA Programming

Repositories Contributed To

2 repos

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

ammarhakim/gkeyll

Jan 2025 Jun 2025
5 Months active

Languages Used

CC++CUDA

Technical Skills

C ProgrammingC programmingCode ModularityCode OrganizationCode RefactoringData Management

ammarhakim/gkylzero

Aug 2025 Mar 2026
3 Months active

Languages Used

CMakefileYAML

Technical Skills

C programmingerror handlingfile handlingnumerical methodsscientific computingContinuous Integration