README.md

TASD Unified Framework v1.0

Toroidal-Attractor Signal Dynamics

The mathematical unification of the Ψ_universe attractor with toroidal-modulated frequency-domain dynamics. Includes the master TASD equation, full Lyapunov stability proof, and real EAST #41195 validation.

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Core Features

• Master TASD equation (theoretical core)
• Full Lyapunov stability proof
• Real EAST #41195 validation
• Seamless integration with PsiFilter v2.0 and TDT

Quick Start

python tasd_example.py

Or use the framework directly:

from tasd_framework import TASDFramework

tasd = TASDFramework()
tasd.run_tasd_on_real_data()

Dependencies: Python 3.x, NumPy, SciPy.

Related Repositories

• psi-universe-attractor — Ψ_universe attractor filter, validated on real EAST #41195 data
• tasd-core — TASD Core Framework (capstone documentation)
• toroidal-dynamics-toolkit — Modular toolkit for dynamic toroidal modulation in frequency-domain signal processing
• q216d-tokamak-simulation — Interactive 3D plasma visualization with TASD-enhanced control

Copyright

Copyright © 2026 Nicolas B. Quiroz, MD. All rights reserved for the original work.

License

See the LICENSE file for details.

Citation

If you use this framework, please cite:

Quiroz, N. B. (2026). TASD Unified Framework v1.0 — Toroidal-Attractor Signal Dynamics. Zenodo. https://doi.org/10.5281/zenodo.18926748

Keywords

tokamak · fusion energy · plasma physics · toroidal plasma · magnetic confinement · plasma attractor dynamics · Lyapunov stability