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Daniel Kennedy

PROFILE

Daniel Kennedy

Daniel Kennedy developed robust data ingestion capabilities for the pyro-kinetics/pyrokinetics repository, focusing on ELITEINP equilibrium and kinetics modeling from .eqin files. He implemented an inline equilibrium reader with 2D psi(R,Z) interpolation and improved error handling and unit consistency, leveraging Python and scientific computing techniques. Daniel extended the kinetics reader to support impurity-aware plasma species by parsing charge, mass, and density, enhancing the fidelity of plasma simulations. His work emphasized backend development, data parsing, and numerical analysis, resulting in more reliable and accurate simulation inputs. The depth of implementation supports informed design decisions and accelerates simulation readiness for users.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

7Total
Bugs
0
Commits
7
Features
2
Lines of code
883
Activity Months1

Work History

July 2025

7 Commits • 2 Features

Jul 1, 2025

July 2025 — Pyrokinetics: Delivered ELITEINP data ingestion capabilities to support robust equilibrium and kinetics modeling from .eqin formats. Implemented an inline .eqin reader, 2D psi(R,Z) interpolation, and improved error handling and unit consistency. Expanded kinetics reader to include impurities (charge, mass, density) for plasmas, enabling impurity-aware species construction. The work improves data reliability, accelerates simulation readiness, and enhances modeling fidelity for design and analysis.

Activity

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Quality Metrics

Correctness84.2%
Maintainability80.0%
Architecture82.8%
Performance67.2%
AI Usage20.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

Backend DevelopmentData InterpolationData ParsingData ProcessingEquilibrium PhysicsFile I/OFile ParsingNumerical AnalysisObject-Oriented ProgrammingPhysics SimulationPlasma PhysicsPythonScientific ComputingUnit Handling

Repositories Contributed To

1 repo

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

pyro-kinetics/pyrokinetics

Jul 2025 Jul 2025
1 Month active

Languages Used

Python

Technical Skills

Backend DevelopmentData InterpolationData ParsingData ProcessingEquilibrium PhysicsFile I/O

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