EXCEEDS logo
Exceeds
brian-kelley

PROFILE

Brian-kelley

Worked on the Trilinos repository to enhance the stability and maintainability of the Ifpack2 package by reverting the Schur sublines logic to an iterative, cost-based approach. This adjustment replaced a previous empirical heuristic that relied on linear regression, restoring robust and predictable behavior for Schur decompositions across diverse matrix types. The change improved numerical stability and reduced the risk of performance regressions, while also simplifying the underlying logic for easier maintenance. Demonstrated expertise in high-performance computing, numerical analysis, and C++ by implementing these changes, focusing on solver component reliability and effective version-control practices throughout the development process.

Overall Statistics

Feature vs Bugs

0%Features

Repository Contributions

1Total
Bugs
1
Commits
1
Features
0
Lines of code
35
Activity Months1

Work History

July 2025

1 Commits

Jul 1, 2025

Month: 2025-07 — Trilinos monthly summary: Focused on stabilizing Ifpack2 Schur sublines logic by reverting to an iterative, cost-based approach. This change reinstates robust behavior and reduces risk associated with the previous empirical heuristic. Implemented in commit 6535fdfe4b123fc933511f7bfe5cacbc0afcccd6 within trilinos/Trilinos.

Activity

Loading activity data...

Quality Metrics

Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance60.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++

Technical Skills

High-Performance ComputingLinear AlgebraNumerical Analysis

Repositories Contributed To

1 repo

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

trilinos/Trilinos

Jul 2025 Jul 2025
1 Month active

Languages Used

C++

Technical Skills

High-Performance ComputingLinear AlgebraNumerical Analysis