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Dingyun Liu

PROFILE

Dingyun Liu

Dingyun Li contributed to the ammarhakim/gkeyll and ammarhakim/gkylcas repositories, focusing on stabilizing and improving the accuracy of plasma physics simulations. Over four months, Dingyun engineered kernel-level fixes in C and CUDA to address numerical instabilities in gyrokinetic and collision calculations, particularly under high-density and non-positive-definite conditions. By refining source term distributions, implementing conditional resets for collision parameters, and normalizing error calculations in parallel velocity routines, Dingyun enhanced the robustness and reliability of high-performance scientific computing workflows. The work demonstrated a deep understanding of numerical methods and simulation stability, resulting in more trustworthy and reproducible plasma modeling results.

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

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