Published October 25, 2026 | Version v1
Preprint Open

Topological Criticality, Statistical Deception, and Non-Equilibrium Thermodynamics in Large-Scale Machine Learning: Resolving the Twist Between Evaluation Metrics, Practical Utility, and Energy Sustainability

Authors/Creators

  • 1. ROR icon Rikkyo University

Files

Topological_Criticality__Statistical_Deception__and_Non_Equilibrium_Thermodynamics_in_Large_Scale_Machine_Learning__Resolving_the_Twist_Between_Evalua.pdf

Files (7.9 MB)

Additional details

Software

Repository URL
https://github.com/RUDATAScience/-Topological-Percolation-Breakdown-Verification-Suite