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Thomas Bendall

PROFILE

Thomas Bendall

Thomas Bendall contributed to the firedrakeproject/gusto repository by developing and refining core features for geophysical and numerical simulation workflows. He engineered robust solver enhancements, improved transport schemes, and automated integration testing, focusing on stability, accuracy, and maintainability. Using Python and C++, Thomas applied advanced numerical methods and the finite element method to address challenges in mass conservation, subcycling, and solver convergence. His work included refactoring code for clarity, consolidating test suites, and fixing critical bugs in physics parametrization and simulation setup. These efforts resulted in more reliable, reproducible simulations and streamlined development, demonstrating strong depth in scientific computing.

Overall Statistics

Feature vs Bugs

65%Features

Repository Contributions

26Total
Bugs
7
Commits
26
Features
13
Lines of code
4,688
Activity Months9

Work History

October 2025

1 Commits

Oct 1, 2025

October 2025: Delivered critical robustness improvements to GUSTO simulation setup and physics calculations in the firedrakeproject/gusto repo. Addressed instantiation of Constant objects, ensured proper floating-point type casting, and updated UFL element access to improve stability and numerical correctness. These changes reduce run-time failures, improve simulation reliability, and lower maintenance costs. Key commit: 82ba1c7a7f5280f68647acaffbeb5a98a1165504 (#660).

September 2025

2 Commits • 1 Features

Sep 1, 2025

September 2025 monthly summary for firedrakeproject/gusto. Focused on improving numerical accuracy and validation for linear solvers and timestepping workflows. Delivered a critical linear solver beta/dt factor fix and expanded testing for Linear Williamson 2 with multiple timestepping methods, including CLI support for selection, enhancing reliability and QA coverage.

August 2025

2 Commits • 1 Features

Aug 1, 2025

2025-08 monthly summary for firedrakeproject/gusto focusing on solver improvements and reliability for geophysical simulations.

April 2025

2 Commits

Apr 1, 2025

April 2025 monthly summary for firedrakeproject/gusto focused on stabilizing test data for Boussinesq compressible simulations and boundary-layer physics, with targeted fixes to test suite reliability and updates to the known-good KGO binary. The changes improve reproducibility, CI stability, and test coverage for boundary-layer and compressible flow components.

March 2025

4 Commits • 1 Features

Mar 1, 2025

March 2025 performance review focused on stabilizing testing infrastructure, maintaining API compatibility, and fixing a critical runtime issue. The month emphasized delivering business value through more reliable CI, cleaner logs, and robust parameter handling in core components.

February 2025

4 Commits • 2 Features

Feb 1, 2025

February 2025 monthly highlights for firedrakeproject/gusto focused on numerical stability, test suite hygiene, and targeted bug fixes to improve simulation reliability and maintainability. Key work delivered includes stability enhancements for Courant number handling, explicit quadrature degree control for facet normals, and enhanced field statistics logging to aid debugging and performance tuning. Hydrostatic vertical slice tests were consolidated and aligned with the Schär mountain case, reducing maintenance burden and clarifying outcomes. Collectively, these efforts improved simulation robustness, reduced regression risk, and demonstrated strong capabilities in numerical methods, testing, and instrumentation.

December 2024

4 Commits • 4 Features

Dec 1, 2024

December 2024 monthly summary for firedrakeproject/gusto focusing on automation, numerical-method configurability, and transport modeling improvements. Delivered four key features, with enhancements that improve testing reliability, numerical accuracy, and maintainability. No explicit major bugs reported in the month data; core work emphasized feature delivery and refactors with clear business value.

November 2024

6 Commits • 3 Features

Nov 1, 2024

November 2024 highlights for firedrakeproject/gusto focused on stability, accuracy, and maintainability of the numerical solver stack. Key numerical-method enhancements and a cleanup effort delivered business value by enabling longer, more reliable simulations with clearer runtime observability.

October 2024

1 Commits • 1 Features

Oct 1, 2024

Month: 2024-10 - Focused on enhancing transport scheme reliability in gusto. Key feature delivered: Advective-Then-Flux formulation for Runge-Kutta transport schemes, refining the DGUpwind transport method and the ExplicitRungeKutta class to improve numerical stability and accuracy in transport simulations, particularly with subcycled Runge-Kutta methods. This work is captured in commit b30a5a82590cb8c5e8b8202d0c6f00d5510928f6 (#553). No major bug fixes recorded for this repository this month. Overall impact: improved stability and accuracy in Runge-Kutta transport simulations, enabling more reliable transport modeling and reducing sensitivity to subcycling errors. Technologies demonstrated: Discontinuous Galerkin (DG) methods, Runge-Kutta integration, subcycling, numerical stability, and code changes in gusto.

Activity

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Quality Metrics

Correctness88.0%
Maintainability87.0%
Architecture85.8%
Performance74.6%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++MakefilePythonShellYAML

Technical Skills

Backend DevelopmentBug FixingBuild AutomationCI/CDCode OrganizationCode RefactoringComputational Fluid DynamicsDebuggingFile ManagementFinite Element MethodFull Stack DevelopmentIntegration TestingLibrary DesignLinear AlgebraLogging

Repositories Contributed To

2 repos

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

firedrakeproject/gusto

Oct 2024 Oct 2025
9 Months active

Languages Used

PythonShellMakefileYAMLC++

Technical Skills

Code RefactoringFinite Element MethodNumerical MethodsScientific ComputingSoftware DesignBackend Development

firedrakeproject/firedrake

Mar 2025 Mar 2025
1 Month active

Languages Used

Python

Technical Skills

Bug FixingSoftware Development

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