pyro-kinetics/pyrokinetics
Sep 2025 – Apr 2026
7 Months active
Languages Used
PythonJSONYAML
Technical Skills
Data AnalysisScientific ComputingData analysisNumPyPyTorchPython
FelixWattsYork
PROFILE
Felixwattsyork
Over seven months, H.M. Qian contributed to the pyro-kinetics/pyrokinetics repository by developing and refining data processing pipelines, simulation models, and test infrastructure. Qian implemented nonlinear evaluation features, enhanced PyroScan’s data ingestion and output capabilities, and improved configuration management for complex scientific workflows. Using Python, JSON, and YAML, Qian focused on robust code quality through continuous integration, static analysis, and comprehensive unit testing. The work included restoring and optimizing model compatibility, expanding test coverage, and clarifying documentation, resulting in more reliable simulations and streamlined onboarding. Qian’s engineering demonstrated depth in scientific computing, data validation, and maintainable software development practices.
Overall Statistics
Feature vs Bugs
66%Features
Repository Contributions
80Total
Bugs
11
Commits
80
Features
21
Lines of code
131,477
Activity Months7
Your Network
19 peopleSame Organization
@york.ac.uk8
Shared Repositories
11
Bhavin PatelMember
Bhavin PatelMember
David DickinsonMember
Daniel KennedyMember
Francis CassonMember
Juan Ruiz RuizMember
ILexiconIMember
Mantas AbazoriusMember
Riju DuttaMember
Work History
April 2026
3 Commits • 2 Features
Apr 1, 2026Summary for 2026-04: Key features delivered include PyroScan Test Suite Cleanup and Refactor, which group and streamline test coverage, adjust geometry template usage, and simplify parameter function additions; and Documentation Enhancement to explain PVG vs ExB in the PyroScan example with added equations. Major bugs fixed include removal of unnecessary test coverage to reduce maintenance overhead and false positives, and related clarifications in the PyroScan example. Overall impact and accomplishments include improved test reliability, faster onboarding for new engineers, clearer guidance for users, and alignment between docs and code, enabling safer releases. Technologies/skills demonstrated: Python, test suite refactoring, documentation and example scripting, and physics concepts PVG/ExB.
3 Commits • 2 Features
Apr 1, 2026Summary for 2026-04: Key features delivered include PyroScan Test Suite Cleanup and Refactor, which group and streamline test coverage, adjust geometry template usage, and simplify parameter function additions; and Documentation Enhancement to explain PVG vs ExB in the PyroScan example with added equations. Major bugs fixed include removal of unnecessary test coverage to reduce maintenance overhead and false positives, and related clarifications in the PyroScan example. Overall impact and accomplishments include improved test reliability, faster onboarding for new engineers, clearer guidance for users, and alignment between docs and code, enabling safer releases. Technologies/skills demonstrated: Python, test suite refactoring, documentation and example scripting, and physics concepts PVG/ExB.
April 2026
March 2026
10 Commits • 2 Features
Mar 1, 2026Monthly summary for 2026-03 focusing on the Pyrokinetics repository. Key outcomes center on establishing a robust CI/CD foundation, expanding test coverage for GK output, amplitude tests, and PyroScan data, and improving data validation to enhance reliability and user-facing correctness. The work progresses toward faster, safer releases with higher code quality and better maintainability.
March 2026
10 Commits • 2 Features
Mar 1, 2026Monthly summary for 2026-03 focusing on the Pyrokinetics repository. Key outcomes center on establishing a robust CI/CD foundation, expanding test coverage for GK output, amplitude tests, and PyroScan data, and improving data validation to enhance reliability and user-facing correctness. The work progresses toward faster, safer releases with higher code quality and better maintainability.
February 2026
20 Commits • 3 Features
Feb 1, 2026February 2026 (2026-02) monthly summary for pyrokinetics/pyrokinetics: Delivered data ingestion and IO enhancements for PyroScan, refined CGYRO linear scan configuration, and strengthened code quality and test reliability. These efforts broaden data interoperability, improve simulation accuracy, and reduce CI risk, driving faster development cycles and more dependable outputs.
20 Commits • 3 Features
Feb 1, 2026February 2026 (2026-02) monthly summary for pyrokinetics/pyrokinetics: Delivered data ingestion and IO enhancements for PyroScan, refined CGYRO linear scan configuration, and strengthened code quality and test reliability. These efforts broaden data interoperability, improve simulation accuracy, and reduce CI risk, driving faster development cycles and more dependable outputs.
February 2026
January 2026
18 Commits • 2 Features
Jan 1, 2026January 2026 monthly summary for pyro-kinetics/pyrokinetics focused on delivering robust GK data processing, lean test infrastructure, and compatibility fixes that preserve business workflows. Key features delivered: - Nonlinear GK data handling and PyroScan GK output processing: enhanced nonlinear data reading, GK output loading, and PyroScan output structure with backward compatibility for runfile keys, parameter-based processing optimizations, improved data loading order, and new processing utilities. Included added tests and test framework improvements to validate GK output loading and presence/absence flags. - TGLF transport template and related resources: created a new template for TGLF transport scans, managed related resources (zip test data), and cleaned up temporary outputs to keep the project lean. Major bugs fixed: - GS2_GP model removal/reversion: reverted changes that had removed GS2_GP functionality, restoring the evaluation pathway and ensuring compatibility with existing workflows. Overall impact and accomplishments: - Improved data pipeline reliability and data loading correctness for GK outputs, reducing runtime errors and ensuring data presence flags are correctly interpreted. - Reduced CI/test footprint by packaging test data as zip resources and cleaning temporary outputs, accelerating feedback cycles. - Maintained / restored essential workflows with GS2_GP, reducing operational risk and potential downtime for users. Technologies/skills demonstrated: - Python data processing, test-driven development, and test infrastructure improvements. - Template-driven resource management and packaging (zip data). - Backward-compatibility design and code hygiene through iterative commits and conflict resolution.
January 2026
18 Commits • 2 Features
Jan 1, 2026January 2026 monthly summary for pyro-kinetics/pyrokinetics focused on delivering robust GK data processing, lean test infrastructure, and compatibility fixes that preserve business workflows. Key features delivered: - Nonlinear GK data handling and PyroScan GK output processing: enhanced nonlinear data reading, GK output loading, and PyroScan output structure with backward compatibility for runfile keys, parameter-based processing optimizations, improved data loading order, and new processing utilities. Included added tests and test framework improvements to validate GK output loading and presence/absence flags. - TGLF transport template and related resources: created a new template for TGLF transport scans, managed related resources (zip test data), and cleaned up temporary outputs to keep the project lean. Major bugs fixed: - GS2_GP model removal/reversion: reverted changes that had removed GS2_GP functionality, restoring the evaluation pathway and ensuring compatibility with existing workflows. Overall impact and accomplishments: - Improved data pipeline reliability and data loading correctness for GK outputs, reducing runtime errors and ensuring data presence flags are correctly interpreted. - Reduced CI/test footprint by packaging test data as zip resources and cleaning temporary outputs, accelerating feedback cycles. - Maintained / restored essential workflows with GS2_GP, reducing operational risk and potential downtime for users. Technologies/skills demonstrated: - Python data processing, test-driven development, and test infrastructure improvements. - Template-driven resource management and packaging (zip data). - Backward-compatibility design and code hygiene through iterative commits and conflict resolution.
November 2025
8 Commits • 4 Features
Nov 1, 2025November 2025 monthly summary for pyro-kinetics/pyrokinetics focusing on delivering features and reliability improvements that directly impact model accuracy, configurability, and developer velocity. Highlighted work includes nonlinear evaluation in GS2_GP, enhanced PyroScan runfile/config management, nonlinear dynamics support, and conditional loading of fluxes/moments with expanded test coverage. These efforts improve business value by enabling more accurate simulations, easier configuration persistence, and robust, testable software.
8 Commits • 4 Features
Nov 1, 2025November 2025 monthly summary for pyro-kinetics/pyrokinetics focusing on delivering features and reliability improvements that directly impact model accuracy, configurability, and developer velocity. Highlighted work includes nonlinear evaluation in GS2_GP, enhanced PyroScan runfile/config management, nonlinear dynamics support, and conditional loading of fluxes/moments with expanded test coverage. These efforts improve business value by enabling more accurate simulations, easier configuration persistence, and robust, testable software.
November 2025
October 2025
20 Commits • 8 Features
Oct 1, 2025The October 2025 cycle delivered foundational modeling capabilities, strengthened data fidelity, and groundwork for broader model coverage in pyrokinetics/pyrokinetics. Key outcomes include runnable Gaussian model workflow, correct Xarray output with initial tests, robust unit handling and conversions, restored GS2_GP output compatibility, and groundwork for kperp2 support. These changes enhance reliability of model outputs, reduce downstream integration risk, and accelerate future feature work for analytics pipelines and cross-module consistency.
October 2025
20 Commits • 8 Features
Oct 1, 2025The October 2025 cycle delivered foundational modeling capabilities, strengthened data fidelity, and groundwork for broader model coverage in pyrokinetics/pyrokinetics. Key outcomes include runnable Gaussian model workflow, correct Xarray output with initial tests, robust unit handling and conversions, restored GS2_GP output compatibility, and groundwork for kperp2 support. These changes enhance reliability of model outputs, reduce downstream integration risk, and accelerate future feature work for analytics pipelines and cross-module consistency.
September 2025
1 Commits
Sep 1, 2025September 2025 (2025-09) monthly summary focused on reliability and data correctness in the pyrokinetics project. Key bug fix delivered for PyroScan: corrected unit handling for nmode when reading tglf pyroscans by changing the assigned units from 'dimensionless' to None, preventing read-time errors and ensuring correct data interpretation. No new features were shipped this month; maintenance work improves downstream analytics stability and data quality. Commit reference included for traceability: 5d61606e5799df8214f8c28c3b08999b32bb9705.
1 Commits
Sep 1, 2025September 2025 (2025-09) monthly summary focused on reliability and data correctness in the pyrokinetics project. Key bug fix delivered for PyroScan: corrected unit handling for nmode when reading tglf pyroscans by changing the assigned units from 'dimensionless' to None, preventing read-time errors and ensuring correct data interpretation. No new features were shipped this month; maintenance work improves downstream analytics stability and data quality. Commit reference included for traceability: 5d61606e5799df8214f8c28c3b08999b32bb9705.
September 2025
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Quality Metrics
Correctness88.6%
Maintainability86.8%
Architecture85.4%
Performance85.8%
AI Usage23.6%
Skills & Technologies
Programming Languages
JSONPythonYAML
Technical Skills
Code FormattingCode QualityCode RefactoringCode lintingCode optimizationCode quality assuranceContinuous IntegrationData AnalysisData ProcessingData StructuresData analysisData handlingDevOpsDocumentationFile Handling
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