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Matthew Scroggs

PROFILE

Matthew Scroggs

Matthew Scroggs contributed to core scientific computing projects such as FEniCS/dolfinx and FEniCS/ffcx, focusing on finite element method infrastructure and code generation. He refactored Python and C++ code to improve mesh I/O, kernel generation, and numerical integration, addressing issues like floating-point precision and test reliability. In FEniCS/ffcx, he enhanced performance by simplifying element dimension computations and centralizing quadrature logic. His work included debugging, documentation updates, and type hinting to ensure maintainable, robust codebases. Additionally, Matthew authored technical content for rust-lang/this-week-in-rust, demonstrating expertise in technical writing and content creation for scientific computing in Rust.

Overall Statistics

Feature vs Bugs

73%Features

Repository Contributions

13Total
Bugs
3
Commits
13
Features
8
Lines of code
1,285
Activity Months10

Work History

April 2026

1 Commits • 1 Features

Apr 1, 2026

April 2026: Focused performance optimization in FEniCS/ffcx by removing unused global dofs from the element dimension computation, simplifying the code path and boosting runtime efficiency. The change is recorded in commit e50672a9778cd75169eb729bdb1e3376c06f427e with message 'remove global support dofs, they are not used (#831)' and includes a Ruff linter pass. No major bugs fixed this month for this repository. The overall impact: faster element dimension calculations, reduced complexity, and improved maintainability; demonstrated skills in Python, refactoring, performance tuning, and static analysis. This contributes to better scalability for simulations using FEniCS/ffcx.

February 2026

1 Commits • 1 Features

Feb 1, 2026

February 2026 monthly recap for rust-lang/this-week-in-rust: delivered a content-focused update to the Weekly Rust Newsletter draft, adding a new entry for Scientific Computing in Rust. The change improves topical coverage and accelerates publication readiness for the February issue. No major bugs reported in this repository this month; ongoing improvements to the content workflow were observed.

December 2025

1 Commits • 1 Features

Dec 1, 2025

December 2025: Delivered a new Scientific Computing in Rust Newsletter entry in rust-lang/this-week-in-rust, expanding content availability for readers interested in scientific applications of Rust. No major bugs fixed this month. The delivery enhances audience engagement and demonstrates capability to target niche technical topics, with clean commit traceability and alignment to the weekly digest cadence. Technologies demonstrated include Rust, content creation workflows, and Git-based collaboration.

October 2025

1 Commits

Oct 1, 2025

Concise monthly summary for 2025-10 focused on reliability and correctness improvements in DolfinX Expression handling.

June 2025

1 Commits • 1 Features

Jun 1, 2025

Monthly performance summary for 2025-06 focused on feature delivery and technical impact for FEniCS/dolfinx.

April 2025

1 Commits

Apr 1, 2025

April 2025 monthly summary for FEniCS/dolfinx: Key deliverable focused on improving VTK-HDF test reliability by explicitly specifying the data type (dtype) when creating finite element forms in the vtkhdf test, aligning data handling between reference and read meshes and reducing floating-point precision discrepancies in volume and surface metric comparisons. This change enhances test stability, reduces flaky failures, and increases confidence in numerical results when validating code changes in the dolfinx repository.

March 2025

1 Commits • 1 Features

Mar 1, 2025

March 2025: Delivered per-facet kernel generation for discontinuous-space (ds) integrals in prism and pyramid cells within FEniCS/ffcx. This feature creates distinct kernels for each facet type, updating the intermediate representation (IR) and C code generation to accommodate per-facet kernels. The work improves correctness and sets the stage for targeted performance optimizations in heterogeneous topologies and mixed-dimensional integrals, strengthening the project's code-generation reliability and future scalability.

February 2025

4 Commits • 1 Features

Feb 1, 2025

February 2025 monthly summary highlighting delivered features, bug fixes, impact, and skills demonstrated across FEniCS/dolfinx and FEniCS/ffcx. Key outcomes include documentation consistency through DefElement link migration and improved test reliability via Symmetry demo status cleanup. These efforts enhance user experience, reduce maintenance overhead, and demonstrate strong git-based collaboration and technical hygiene.

December 2024

1 Commits • 1 Features

Dec 1, 2024

December 2024 monthly summary for FEniCS/ffcx focusing on delivering centralized vertex quadrature logic via Basix integration, with maintainability and potential accuracy improvements; aligned with performance and reliability goals.

November 2024

1 Commits • 1 Features

Nov 1, 2024

Month: 2024-11 – Delivered a focused refactor of the FIAT UFL element interface to enable dynamic value_shape determination, improving flexibility and reducing redundancy across element representations. The change removes the value_shape attribute from several classes and computes shape based on the domain's geometric dimension, ensuring context-aware shape handling and smoother downstream integration with Firedrake. Major bugs fixed: No significant FIAT bugs fixed this month. Overall impact: Enhances robustness, maintainability, and extensibility of the element interface, enabling easier support for multi-domain and evolving geometry. This work reduces maintenance burden and improves interoperability with downstream components. Technologies/skills demonstrated: Python refactoring, interface design, dynamic attribute computation, domain-driven shape handling, commit traceability.

Activity

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Quality Metrics

Correctness90.8%
Maintainability92.4%
Architecture93.0%
Performance87.6%
AI Usage20.0%

Skills & Technologies

Programming Languages

CC++MarkdownPython

Technical Skills

CC++Code GenerationCode RefactoringDebuggingDocumentation UpdateFinite Element MethodFinite Element MethodsLibrary IntegrationMeshingNumerical IntegrationNumerical MethodsPythonScientific ComputingTest Management

Repositories Contributed To

4 repos

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

FEniCS/ffcx

Dec 2024 Apr 2026
4 Months active

Languages Used

PythonCC++

Technical Skills

Code RefactoringFinite Element MethodsLibrary IntegrationNumerical MethodsDebuggingTest Management

FEniCS/dolfinx

Feb 2025 Oct 2025
4 Months active

Languages Used

PythonC++

Technical Skills

Code RefactoringDocumentation UpdateFinite Element MethodScientific ComputingTestingC++

rust-lang/this-week-in-rust

Dec 2025 Feb 2026
2 Months active

Languages Used

Markdown

Technical Skills

content creationtechnical writingcontent writing

firedrakeproject/fiat

Nov 2024 Nov 2024
1 Month active

Languages Used

Python

Technical Skills

Code RefactoringFinite Element MethodsUFL