Active Spectral Coercivity in Lattice Yang–Mills Theory: Stabilized Langevin Dynamics and Robust Mass Plateau Formation - Zsa-G Framework

Zsa-G Framework: Spectral Conditioning for Stabilized Langevin Dynamics in Lattice Yang–Mills Theory This repository accompanies the paper: “Active Spectral Coercivity in Lattice Yang–Mills Theory: Stabilized Langevin Dynamics and Robust Mass Plateau Formation” It provides representative numerical data and minimal analysis tools illustrating the Zsa-G framework. The Zsa-G approach introduces a spectrally conditioned modification of Langevin dynamics, designed to suppress near-flat directions in the Hessian of the gauge action. This improves numerical stability and sampling efficiency in lattice gauge simulations, particularly in the infrared regime. ContentsZsa-G-Zenodo- README. md- resultsₛummary. txt- data/ - plaquetteₕistorySU3ₛample. csv - glueballₘeffₛample. csv- analysis/ - exampleₐnalysis. py Key Features Stable thermalization behavior Improved effective mass plateau formation Reduced autocorrelation times Consistent continuum scaling behavior Reproducibility Note This repository contains representative outputs, not the full simulation pipeline. The full codebase and extended datasets are under active development and can be made available upon reasonable request. Scientific Context The Zsa-G framework is part of a broader research program connecting: numerical lattice gauge theory Dirichlet-form coercivity spectral geometry of stochastic generators renormalization group stability Access © 2026 Zsa Zsa Gersina Usage NoteFor access to extended datasets or collaboration inquiries, please contact the author. Archival RecordThis repository is archived on Zenodo and assigned a permanent DOI to ensure long-term accessibility and citability of the presented materials. If you use this data or these scripts, please cite: APA: Gersina, Zsa Zsa (2026). Active Spectral Coercivity in Lattice Yang–Mills Theory: Stabilized Langevin Dynamics and Robust Mass Plateau Formation – Zsa-G Framework (Version 6). Zenodo. https: //doi. org/10. 5281/zenodo. 20055965