Chess Multiverse Research
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Citation Guide

To support reproducibility and open science, we request that you cite the specific datasets or software engines used in your research.

Note on DOIs: We use Zenodo to mint persistent DOIs for our published datasets. Please prioritize using the DOI link over the direct URL to ensure link stability across academic publications.

Citing Datasets & Software

Opening Performance Database

APA Style (7th Ed.)
Varshney, S. (2024). Opening Performance Database [Dataset]. Chess Multiverse. https://doi.org/10.5281/zenodo.19307100
BibTeX
@dataset{varshney_opening_2024, author = {Varshney, Sparsh}, title = {Opening Performance Database}, year = {2024}, publisher = {Chess Multiverse}, doi = {10.5281/zenodo.19307100}, url = {https://www.chessmultiverse.org/p/opening-analytics.html} }

Human Fallibility Database (Pre-Print / GitHub)

APA Style (7th Ed.)
Varshney, S. (2024). Human Fallibility Database [Dataset & Software]. Chess Multiverse. https://github.com/sciencewithsaucee-sudo/Human-Fallibility-Database
BibTeX
@dataset{varshney_fallibility_2024, author = {Varshney, Sparsh}, title = {Human Fallibility Database}, year = {2024}, publisher = {GitHub}, url = {https://github.com/sciencewithsaucee-sudo/Human-Fallibility-Database} }

Citing the Platform

If you are citing the Chess Multiverse platform as a general research resource or analytical tool:

General Citation
Varshney, S. (2026). Chess Multiverse: Open Platform for Cognitive Chess Research. https://chessmultiverse.org