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.
- Master TASD equation (theoretical core)
- Full Lyapunov stability proof
- Real EAST #41195 validation
- Seamless integration with PsiFilter v2.0 and TDT
python tasd_example.pyOr use the framework directly:
from tasd_framework import TASDFramework
tasd = TASDFramework()
tasd.run_tasd_on_real_data()Dependencies: Python 3.x, NumPy, SciPy.
- 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 © 2026 Nicolas B. Quiroz, MD. All rights reserved for the original work.
See the LICENSE file for details.
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
tokamak · fusion energy · plasma physics · toroidal plasma · magnetic confinement · plasma attractor dynamics · Lyapunov stability