ONLINE RESOURCE 1 — REPRODUCIBILITY PACKAGE

Article title: Equivalence-Aware Controls for Hypergraph Machine Learning in Scientific Signal Modeling
Journal: Machine Learning for Computational Science and Engineering
Authors: Advik Mishra; Daniel Edward Pitts
Corresponding author: Advik Mishra
Corresponding-author location: Edison, New Jersey, United States
Corresponding-author e-mail: advikm048@gmail.com

Description: Reproducibility package containing analysis code, derived data tables, audit outputs, supplementary confusion matrices, and machine-readable results supporting the manuscript.

The source Sleep-EDF data are publicly available from PhysioNet; this package distributes derived tables and saved outputs used in the manuscript, not raw participant recordings.

Author locations (unaffiliated):
- Advik Mishra — Edison, New Jersey, United States
- Daniel Edward Pitts — Dubai, United Arab Emirates
