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Dingyun Liu

PROFILE

Dingyun Liu

Dingyun Li contributed to the ammarhakim/gkeyll and ammarhakim/gkylcas repositories by enhancing the stability and accuracy of plasma physics simulations over a four-month period. Working primarily in C and CUDA, Dingyun focused on kernel-level improvements for gyrokinetic and BGK collision models, addressing numerical instabilities in high-density and non-positive-definite regimes. He implemented conditional logic to reset or disable collision parameters, refined source term distributions, and expanded test coverage to more complex configurations. These engineering changes improved the robustness and reliability of scientific computing workflows, demonstrating a deep understanding of numerical methods and high-performance computing in plasma simulation contexts.

Overall Statistics

Feature vs Bugs

29%Features

Repository Contributions

7Total
Bugs
5
Commits
7
Features
2
Lines of code
955
Activity Months4

Work History

May 2025

1 Commits

May 1, 2025

May 2025 monthly summary for the ammarhakim/gkeyll repository focusing on GK Maxwellian stability improvements. Delivered a bug fix to stabilize error calculation for parallel velocity (u_par) in gk_maxwellian_correct by normalizing the error with thermal velocity when u_par is near zero, and corrected a bug in the relative error calculation for larger u_par values. This change enhances numerical stability, reliability of simulations, and overall trust in GK-Maxwellian based results.

March 2025

2 Commits

Mar 1, 2025

March 2025 monthly summary focused on stabilizing core physics kernels and collision logic in two repositories (ammarhakim/gkylcas and ammarhakim/gkeyll). No new user-facing features were released this month; however, two critical bugs were fixed to improve stability and accuracy of simulations: (1) collision gating for non-positive definite vtsq_sr in gkylcas, and (2) BGK cross-collision stability when vtsq_sr is negative at any quadrature point in gkeyll. These fixes reduce numerical instabilities, increase reliability of results, and support downstream validation and decision-making. Key engineering changes include introducing a boolean flag to track non-PD vtsq_sr conditions and conditionally disabling collisions, and updating BGK kernel calculations to disable cross collisions under problematic vtsq_sr conditions. The work enhances robustness, reproducibility, and trust in simulation outputs.

February 2025

1 Commits

Feb 1, 2025

February 2025 monthly summary for ammarhakim/gkylcas focusing on numerical robustness in collision calculations. Implemented stability improvements in the vtsq_sr path to prevent instability when non-positive-definite products occur. The changes harden the simulation against pathological node configurations, improving reliability for production runs.

January 2025

3 Commits • 2 Features

Jan 1, 2025

January 2025 highlights for the ammarhakim/gkeyll repository. Focused on stabilizing gyrokinetic simulations, improving accuracy under high-density conditions, and expanding test coverage to validate more complex configurations. Delivered concrete kernel-level stability fixes, parameter-driven source term tuning, and a new 3x2v test case, driving reliability and business value for high-fidelity plasma modeling.

Activity

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Quality Metrics

Correctness87.2%
Maintainability80.0%
Architecture77.2%
Performance74.2%
AI Usage20.0%

Skills & Technologies

Programming Languages

CCUDAMaxima

Technical Skills

Bug FixingC ProgrammingCUDA ProgrammingHigh-Performance ComputingNumerical MethodsNumerical SimulationPhysics SimulationPlasma PhysicsPlasma Physics SimulationScientific Computing

Repositories Contributed To

2 repos

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

ammarhakim/gkeyll

Jan 2025 May 2025
3 Months active

Languages Used

CCUDA

Technical Skills

C ProgrammingHigh-Performance ComputingNumerical MethodsNumerical SimulationPlasma PhysicsPlasma Physics Simulation

ammarhakim/gkylcas

Feb 2025 Mar 2025
2 Months active

Languages Used

Maxima

Technical Skills

Numerical MethodsPhysics SimulationBug FixingNumerical Simulation