# Perovskite cell scaps simulation analysis > Source: > Published: 2026-05-24 05:35:41+00:00 This is a submission for the GitHub Finish-Up-A-Thon Challenge I built a final-year project around Perovskite Solar Cell (PSC) simulation and analysis using SCAPS-1D data. The repository is not just a set of plots; it is a structured analysis pipeline that studies dark I-V behavior, illuminated J-V curves, layer thickness effects, temperature variation, quantum efficiency, and ETL/HTL sweeps. I also added an automated report-generation workflow and a machine-learning dashboard to make the simulation results easier to explore and interpret. GitHub repository: https://github.com/Asphane/perovskite-cell-scaps-simulation-analysis Demo video: https://drive.google.com/file/d/1zSmQiwvoN42cu0jrwqucPoSIW9Lh2u1g/view?usp=sharing This project started as raw simulation output and scattered analysis notebooks. I turned it into a cleaner, more complete project by organizing the work into separate modules for J-V analysis, dark I-V analysis, thickness optimization, QE, temperature sweep, and ETL/HTL sweep studies. I also added report generation so the findings could be documented more systematically instead of staying buried inside notebooks. GitHub Copilot helped me move faster on repetitive work: notebook boilerplate, plotting code, data handling, and report-generation scripts. It reduced the amount of time I spent writing mechanical code and let me focus more on the physics, the analysis logic, and the structure of the final project.