Solar energy paper index
Perovskite Database — historical snapshot (43,398 records × 410 columns) used in Topçam M.Sc. thesis
One-line summary
A solar energy research paper on Perovskite Database — historical snapshot (43,398 records × 410 columns) used in Topçam M.Sc. thesis.
Engineering notes
Engineering notes will be added by the Power for Solar editorial team.
Chinese explanation / 中文解读
中文解读待补充：本站会优先为光伏效率、钙钛矿太阳能电池、储能技术、太阳能热利用、BIPV、并网技术等高价值论文补充中文说明。
Original abstract
This record permanently archives the historical snapshot of the Perovskite Database used in the M.Sc. thesis of İsmail Topçam (İzmir Kâtip Çelebi University, 2026). Contents: Perovskite_database_content_all_data.csv — 43,398 records × 410 columns. SHA-256: da66a634e9106e58ce4d012558d468bc2f19b95987f149fb9c5d208d363ea67a. Original data: The Perovskite Database Project — Jacobsson, T. J., et al. (2022), "An open-access database and analysis tool for perovskite solar cells based on the FAIR data principles", Nature Energy 7, 107-115, https://doi.org/10.1038/s41560-021-00941-3. Current access to the living database is provided via the NOMAD platform. License: CC BY 4.0 (same as the original data; please cite the article above when using the data). The snapshot is redistributed unchanged, solely to guarantee permanent accessibility of the exact data version used by the thesis computations. Related pipeline: https://github.com/ismailtopcam/perovskite-pce-ml-thesis (archived as v0.3.4, DOI 10.5281/zenodo.21639239; concept DOI 10.5281/zenodo.20829027). A per-DOI row-count manifest of this snapshot is available in the pipeline repository (outputs/robustness/ham_veri_doi_manifesti.csv).
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