universums-sim 0.3.1

Complete cosmic emergence simulation with self-reflective observation and live visualization for GenesisAeon

universums-sim

"A system that listens — a pattern that lives."

universums-sim is a complete cosmic emergence simulation package for the GenesisAeon framework. It provides a self-reflective N-body + field-theory simulation engine driven by an extended Unified Lagrangian, live mandala visualisation, sonification of emergence events, and a full Dash GUI — all behind a clean Typer CLI.

---

Mathematical Foundation

Unified Lagrangian

The total action of the system is:

$$S = \int \mathcal{L} , dt$$

where the Lagrangian density combines kinetic, gravitational, scalar, entropic, and topological terms:

$$\mathcal{L} = T_{\text{kin}} - V_{\text{grav}} - V_{\text{scalar}} - V_{\text{entropy}} - V_{\text{topo}}$$

Kinetic energy:

$$T_{\text{kin}} = \frac{1}{2} \sum_{i=1}^{N} m_i \left|\mathbf{v}_i\right|^2$$

Gravitational potential (softened):

$$V_{\text{grav}} = -\frac{G}{2} \sum_{i \neq j} \frac{m_i m_j}{\left|\mathbf{r}_{ij}\right| + \varepsilon}$$

Higgs-type scalar potential:

$$V_{\text{scalar}} = \frac{\lambda}{4}\phi^4 - \frac{\mu^2}{2}\phi^2, \quad \phi = \frac{\langle|\mathbf{r}|\rangle}{\sqrt{S}}$$

Entropic potential:

$$V_{\text{entropy}} = \kappa \cdot S \ln!\left(\frac{S}{S_0}\right)$$

Chern-Simons topological term:

$$V_{\text{topo}} = \xi \cdot \Omega, \quad \Omega = \sum_i \left(\mathbf{r}_i \times \mathbf{v}_i\right)_z$$

Emergence Rate

The instantaneous emergence rate at step $n$ is:

$$R_e(n) = \alpha \cdot S(n) \cdot \left(1 - \frac{S(n)}{S_{\max}}\right) \cdot e^{-\beta\left|\nabla H\right|}$$

Collapse Detection (Virial Ratio)

$$Q = \frac{2 T_{\text{kin}}}{|V_{\text{grav}}|}$$

$Q$	State
$Q > 2$	EXPANDING
$1 \le Q \le 2$	STABLE
$0.5 \le Q < 1$	CONTRACTING
$Q < 0.5$	CRITICAL
$V \to -\infty$	SINGULARITY

CosmicMoment

Each simulation tick produces a CosmicMoment snapshot:

$$\mathcal{M}_n = \left{ n,; t_n,; S(n),; R_e(n),; H(n),; \Phi(n),; {E_k},; Q_n \right}$$

---

Installation

# Minimal (simulation + CLI only)
pip install universums-sim

# Full stack (all GenesisAeon packages)
pip install 'universums-sim[full-stack]'

# GUI dashboard
pip install 'universums-sim[gui]'

# Sonification
pip install 'universums-sim[sonify]'

# Everything
pip install 'universums-sim[full-stack,gui,sonify]'

---

Quick Start

from universums_sim import UniverseSimulator
from universums_sim.simulation.core import SimulationConfig

cfg = SimulationConfig(n_particles=64, seed=42)
sim = UniverseSimulator(cfg)

for moment in sim.run(steps=100):
    print(moment)

---

CLI

# Basic run
universums-sim run --steps 500 --entropy 1.0

# With live visualization
universums-sim run --steps 500 --visualize

# With sonification
universums-sim run --steps 500 --sonify

# Full GUI dashboard (opens http://localhost:8050)
universums-sim run --steps 1000 --gui

# Save to JSON
universums-sim run --steps 500 --output sim.json

# Export to CSV
universums-sim export sim.json --format csv

# Show version and citation
universums-sim info

---

Package Structure

src/universums_sim/
├── simulation/
│   ├── core.py          # UniverseSimulator, CosmicMoment, SimulationConfig
│   ├── lagrangian.py    # UnifiedLagrangian, CollapseState
│   └── emergence.py     # EmergenceEngine, EmergenceEvent, EmergenceType
├── cli/
│   └── main.py          # Typer CLI (run / replay / export / info)
├── visualization/
│   └── live.py          # MandalaRenderer, Emergence3D, SonificationEngine,
│                        #   DashDashboard, LiveVisualizer
├── governance/
│   └── entropy.py       # EntropyGovernor, GovernancePolicy (UTAC)
└── integrations/
    └── registry.py      # IntegrationRegistry (full-stack detection)

---

Optional Dependencies ([full-stack] extra)

Package	Version	Role
genesis-os	>= 0.2.0	Base OS layer for GenesisAeon
aeon-ai	>= 0.2.0	AI inference integration
cosmic-web	>= 0.1.0	Cosmic web connectivity
fieldtheory	>= 0.1.0	Field-theory primitives
mirror-machine	>= 0.1.0	Self-reflective loop engine
advanced-weighting-systems	>= 0.1.0	Weighted entropy dynamics
sigillin	>= 0.1.0	Symbolic sigil control
entropy-governance	>= 0.1.0	Entropy policy enforcement
utac-core	>= 0.1.0	Universal Thermodynamic Autonomy
mandala-visualizer	>= 0.1.0	Sacred-geometry rendering
sonification	>= 0.1.0	Emergence-to-audio mapping
climate-dashboard	>= 0.1.0	Climate entropy dashboard
implosive-genesis	>= 0.1.0	Implosion dynamics
entropy-table	>= 0.1.0	Tabular entropy tracking

---

Development

git clone https://github.com/GenesisAeon/universums-sim
cd universums-sim
pip install -e '.[dev]'

# Tests (>600, >99% coverage)
pytest

# Linting
ruff check src tests

# Type checking
mypy src

# Docs
mkdocs serve

---

Scientific Citation

@software{genesisaeon_universumssim_2024,
  author       = {GenesisAeon},
  title        = {universums-sim: Complete Cosmic Emergence Simulation},
  year         = 2024,
  publisher    = {Zenodo},
  version      = {0.1.0},
  doi          = {10.5281/zenodo.19161241},
  url          = {https://doi.org/10.5281/zenodo.19161241}
}

---

License

MIT — see LICENSE.