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Wei-Lin Chen

PROFILE

Wei-lin Chen

Worked on the SCM-NV/PLAMS repository to enhance computational chemistry workflows by building robust support for COSKF file parsing, hydrogen bond center calculations, and solubility analysis pipelines. Leveraged Python and scientific computing libraries to implement new data ingestion methods, interactive plotting with Matplotlib, and reliable data propagation for COSMO-RS and COSMO-SAC models. Improved code quality through refactoring, type hinting, and expanded unit testing, while addressing bugs in data generation and workflow reliability. Focused on API consistency, documentation, and user-facing enhancements, enabling reproducible research and streamlined integration with IPython environments for interactive data analysis and visualization in chemical modeling.

Overall Statistics

Feature vs Bugs

88%Features

Repository Contributions

26Total
Bugs
1
Commits
26
Features
7
Lines of code
948
Activity Months4

Your Network

28 people

Same Organization

@scm.com
13

Shared Repositories

15

Work History

May 2025

1 Commits

May 1, 2025

May 2025 monthly summary for SCM-NV/PLAMS: Focused on delivering more reliable COSMO-SAC data generation within the PLAMS wrapper used by pyCRS examples. Implemented a bug fix to correct the parameter name in ADFCOSMORSCompoundJob, resulting in more accurate solubility calculations and reduced downstream debugging. This work enhances the reliability of COSMO-SAC DHB-MESP data used in solubility workflows and improves overall model fidelity.

March 2025

8 Commits • 3 Features

Mar 1, 2025

Concise monthly summary for 2025-03 focused on SCM-NV/PLAMS. This period delivered user-facing enhancements in CRS plotting, expanded reporting metrics, and improved documentation and API consistency to boost usability, reliability, and maintainability. The work emphasized business value by enabling faster, more reliable COSMO-RS workflows and clearer API usage for external integrations.

February 2025

12 Commits • 2 Features

Feb 1, 2025

February 2025 (2025-02) focused on delivering robust HBC analysis capabilities in PLAMS and expanding solubility workflow demonstrations, while improving reliability, code quality, and docs. Key outcomes include integration of hydrogen bond center (HBC) calculation via Densf into ADFCOSMORSCompoundJob, data propagation into COSKF conversion, and a new HBC utilities module. These changes, together with prerun/workflow hardening, reduce failed runs and provide researchers with reproducible HBC outputs. In parallel, a practical solubility workflow demonstration was added via ams_pyCRS.py, showcasing pyCRS/COSKFDatabase/CRSSystem usage with densf2hbc, accompanied by formatting and documentation updates. Several bug fixes and code quality improvements were completed to stabilize the tooling and improve developer experience.

January 2025

5 Commits • 2 Features

Jan 1, 2025

January 2025 (SCM-NV/PLAMS): Delivered COSKF file support and molecule parsing, and integrated Densf-based hydrogen bond center (HBC) calculations into the COSKF workflow. These enhancements broaden data ingestion capabilities, improve HBC modeling, and strengthen end-to-end molecule data pipelines. Unit tests and type-safety improvements increased reliability for downstream analyses.

Activity

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Quality Metrics

Correctness91.6%
Maintainability91.6%
Architecture87.8%
Performance82.4%
AI Usage20.0%

Skills & Technologies

Programming Languages

PythonRSTreStructuredText

Technical Skills

API ConsistencyBug FixBug FixingCode FormattingCode RefactoringCode ReversionComputational ChemistryData AnalysisData FormattingData HandlingData ModelingData ParsingData ProcessingData VisualizationDebugging

Repositories Contributed To

1 repo

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

SCM-NV/PLAMS

Jan 2025 May 2025
4 Months active

Languages Used

PythonRSTreStructuredText

Technical Skills

Bug FixCode RefactoringComputational ChemistryData AnalysisData HandlingData Parsing