Research-Stack/5-Applications/tools-scripts/manifold/manifold_100_layer_sim.py

58 lines
2.4 KiB
Python

# ==============================================================================
# COPYRIGHT NO ONE EVERYWHERE LLC (WYOMING HOLDING COMPANY)
# PROJECT: SOVEREIGN STACK
# This artifact is entirely proprietary and cryptographically proven.
# Open-Source usage requires explicit permission from Brandon Scott Schneider.
# ==============================================================================
import sys
import os
sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), "..")))
from math_harness_compat import xp, AnyArray
# --- PHYSICAL PARAMETERS ---
LAYERS = 100
ATTENUATION_PER_LAYER_DB = 0.05 # Estimated signal loss per layer
INITIAL_SNR_DB = 60.0 # High-fidelity DAC output
RECYCLING_EFFICIENCY = 0.85 # [T] Primitive recovery effectiveness
def simulate_100_layer_manifold(use_geometric_amps=False):
print(f"--- 100-LAYER PASSIVE MANIFOLD SIMULATION (Amps: {use_geometric_amps}) ---")
current_snr = INITIAL_SNR_DB
current_amplitude = 1.0 # normalized
layer_stats = []
for layer in range(1, LAYERS + 1):
# 1. Attenuation
current_amplitude *= (10**(-ATTENUATION_PER_LAYER_DB / 20))
# 2. Thermal Recycling [T]
# Recycles a portion of the "lost" energy back into the amplitude
loss = 1.0 - (10**(-ATTENUATION_PER_LAYER_DB / 20))
recovery = loss * RECYCLING_EFFICIENCY
current_amplitude += recovery * 0.1 # Small boost from heat recovery
# 3. Geometric Amplification
# Every 10 layers, use constructive interference to "re-strobe" the signal
if use_geometric_amps and (layer % 10 == 0):
current_amplitude *= 1.25 # Constructive interference boost
# SNR Calculation (Simple decay model)
current_snr -= (ATTENUATION_PER_LAYER_DB * 1.5) # Noise floor rising
layer_stats.append((layer, current_amplitude, current_snr))
if layer % 25 == 0 or layer == LAYERS:
print(f"Layer {layer:03d}: Amplitude = {current_amplitude:.4f} | SNR = {current_snr:.2f} dB")
# VERDICT
if current_snr < 10.0:
print("\nVERDICT: SIGNAL DECOHERENCE (SNR < 10dB). Manifold too deep.")
else:
print("\nVERDICT: SIGNAL COHERENT. Resonant state maintained.")
if __name__ == "__main__":
simulate_100_layer_manifold(use_geometric_amps=False)
print("\n" + "="*50 + "\n")
simulate_100_layer_manifold(use_geometric_amps=True)