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luyanggeorge

PROFILE

Luyanggeorge

Over a two-month period, contributed to the obokhove/FDnumerics2024 repository by developing and enhancing linear advection solvers using Python and C++. Focused on implementing FEM-DG0 and FVM-Godunov methods, the work included refactoring flux variable naming for clarity and generalizing interior flux computations to support varying facet orientations. Visualization played a central role, with Matplotlib used to differentiate exact and numerical solutions and to facilitate onboarding through sample codes. Additional efforts included introducing a smooth Riemann problem initial condition to systematically explore CFL effects, establishing a repeatable validation workflow, and improving code stability through targeted refactoring and debugging support.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

5Total
Bugs
0
Commits
5
Features
2
Lines of code
280
Activity Months2

Work History

November 2024

2 Commits • 1 Features

Nov 1, 2024

Month: 2024-11 – Focused on delivering visualization-driven enhancements for the Linear Advection Equation (LAE) solver and enabling systematic exploration of CFL effects via a smooth Riemann problem initial condition. Implemented FEM-DG0-based LAE solving, improved visualization to clearly differentiate exact vs numerical solutions, added a debugging breakpoint, and established a repeatable workflow for validating CFL sensitivity.

October 2024

3 Commits • 1 Features

Oct 1, 2024

October 2024 — Obokhove/FDnumerics2024: Delivered robust enhancements to linear advection solvers and improved code clarity, with demonstrative visuals and onboarding support. Key outcomes include new solver variants (FEM-DG0 and FVM-Godunov), clearer flux naming, and a generalized interior flux formulation to handle varying facet orientations. No major bugs fixed this month; stability improvements were achieved through refactoring and sample code coverage, enabling faster adoption and more reliable simulations.

Activity

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Quality Metrics

Correctness86.0%
Maintainability84.0%
Architecture86.0%
Performance72.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++Python

Technical Skills

Data VisualizationFinite DifferencesFinite Element MethodFinite Element Method (FEM)Finite Volume MethodFinite Volume Method (FVM)FiredrakeMatplotlibNumerical AnalysisNumerical MethodsPythonScientific Computing

Repositories Contributed To

1 repo

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

obokhove/FDnumerics2024

Oct 2024 Nov 2024
2 Months active

Languages Used

C++Python

Technical Skills

Finite DifferencesFinite Element Method (FEM)Finite Volume MethodFinite Volume Method (FVM)FiredrakeMatplotlib