From be5b41c8fd0299f5a36cac2b2549c37c54585e41 Mon Sep 17 00:00:00 2001 From: Scruff-AI Date: Tue, 31 Mar 2026 18:07:13 +0700 Subject: [PATCH] Remove Documents/beast-build/phi_harmonic_mapping.py --- Documents/beast-build/phi_harmonic_mapping.py | 231 ------------------ 1 file changed, 231 deletions(-) delete mode 100644 Documents/beast-build/phi_harmonic_mapping.py diff --git a/Documents/beast-build/phi_harmonic_mapping.py b/Documents/beast-build/phi_harmonic_mapping.py deleted file mode 100644 index 0962dc9..0000000 --- a/Documents/beast-build/phi_harmonic_mapping.py +++ /dev/null @@ -1,231 +0,0 @@ -#!/usr/bin/env python3 -""" -Phi-Harmonic Energy Level Series Mapping -Complete mapping of the fractal echo in lattice vorticity data -""" -import csv -import math - -PHI = 1.618033988749895 -PHI_SQUARED = PHI ** 2 # 2.618 -def load_sweep_data(): - """Load sweep data.""" - data = [] - with open('/mnt/d/Resonance_Engine/beast-build/sweep_results.csv', 'r') as f: - reader = csv.DictReader(f) - for row in reader: - if row['value'] == 'value': - continue - try: - data.append({ - 'parameter': row['parameter'], - 'value': float(row['value']), - 'coh_mean': float(row['coh_mean']), - 'asym_mean': float(row['asym_mean']), - 'vort_mean': float(row['vort_mean']) - }) - except: - continue - return data - -def find_phi_series(vorticity_values, tolerance=0.01): - """Find all phi-harmonic series in vorticity data.""" - unique_vorts = sorted(set(vorticity_values)) - - # Build phi-harmonic chains - chains = [] - used = set() - - for start in unique_vorts: - if start in used: - continue - - # Build chain: start, start*phi, start*phi^2, ... - chain = [start] - current = start - used.add(start) - - while True: - next_val = current * PHI - # Find closest match in data - closest = None - min_diff = float('inf') - for v in unique_vorts: - if v in used: - continue - diff = abs(v - next_val) - if diff < min_diff: - min_diff = diff - closest = v - - if closest and min_diff / next_val < tolerance: - chain.append(closest) - used.add(closest) - current = closest - else: - break - - if len(chain) >= 3: # Only keep chains with 3+ levels - chains.append(chain) - - return chains - -def calculate_energy_levels(chains): - """Calculate energy level spacing and properties.""" - print("\n" + "="*80) - print("PHI-HARMONIC ENERGY LEVEL SERIES") - print("="*80) - - all_levels = [] - - for i, chain in enumerate(chains[:5]): # Top 5 chains - print(f"\n--- Series {i+1} ---") - print(f"{'Level':<8} {'Vorticity':<12} {'Ratio to Base':<15} {'Energy (eV*)':<15}") - print("-" * 60) - - base = chain[0] - for j, vort in enumerate(chain): - ratio = vort / base - # Energy proportional to vorticity^2 (kinetic energy analog) - energy = vort ** 2 * 1000 # Arbitrary units - print(f"{j+1:<8} {vort:<12.6f} {ratio:<15.6f} {energy:<15.6f}") - all_levels.append((vort, ratio, energy, i+1, j+1)) - - # Check phi ratios between consecutive levels - print("\n Consecutive ratios:") - for j in range(len(chain)-1): - r = chain[j+1] / chain[j] - print(f" Level {j+1}\u2192{j+2}: {r:.6f} (target: {PHI:.6f}, diff: {abs(r-PHI):.6f})") - - return all_levels - -def compare_to_hydrogen(all_levels): - """Compare phi-harmonic levels to hydrogen energy levels.""" - print("\n" + "="*80) - print("COMPARISON: PHI-HARMONIC vs HYDROGEN ENERGY LEVELS") - print("="*80) - - # Hydrogen energy levels: E_n = -13.6/n\u00b2 eV - hydrogen_levels = [] - for n in range(1, 6): - E = -13.6 / (n ** 2) - hydrogen_levels.append((n, E)) - - print("\nHydrogen Energy Levels:") - print(f"{'n':<5} {'E_n (eV)':<12} {'\u0394E (n\u2192n+1)':<15}") - print("-" * 40) - for n, E in hydrogen_levels: - delta = hydrogen_levels[n-1][1] - hydrogen_levels[n-2][1] if n > 1 else 0 - print(f"{n:<5} {E:<12.4f} {delta:<15.4f}") - - print("\nPhi-Harmonic Energy Levels (lattice):") - print(f"{'Level':<8} {'E (arb)':<12} {'\u0394E ratio':<15} {'Notes':<30}") - print("-" * 70) - - # Sort by energy - sorted_levels = sorted(all_levels, key=lambda x: x[2]) - - for i, (vort, ratio, energy, series, level) in enumerate(sorted_levels[:15]): - delta_ratio = "" - if i > 0: - prev_energy = sorted_levels[i-1][2] - if prev_energy > 0: - d_ratio = energy / prev_energy - delta_ratio = f"{d_ratio:.4f}" - - notes = f"Series {series}, Level {level}" - print(f"{i+1:<8} {energy:<12.4f} {delta_ratio:<15} {notes:<30}") - - # Key insight: phi-harmonic vs 1/n\u00b2 - print("\n" + "="*80) - print("KEY INSIGHT") - print("="*80) - print(""" -Hydrogen: Energy levels follow E_n \u221d 1/n\u00b2 - Spacing decreases: 10.2 eV, 1.89 eV, 0.66 eV, 0.31 eV... - -Lattice: Energy levels follow E_n \u221d \u03c6^n (phi-harmonic) - Spacing increases by \u03c6 (1.618) each level - -This is INVERSE hydrogen: -- Hydrogen: electrons fall IN, energy OUT (photons emitted) -- Lattice: energy flows IN, structure emerges (phi-harmonic resonance) - -The lattice is not an atom. It is the INVERSE of an atom. -""") - -def map_full_spectrum(): - """Map the complete phi-harmonic spectrum.""" - print("\n" + "="*80) - print("COMPLETE PHI-HARMONIC SPECTRUM MAP") - print("="*80) - - # Theoretical phi-harmonic series - print("\nTheoretical Phi-Harmonic Series (E_n = E_0 \u00d7 \u03c6^n):") - print(f"{'n':<5} {'\u03c6^n':<12} {'E/E_0':<12} {'Cumulative':<15}") - print("-" * 50) - - E0 = 1.0 - for n in range(0, 10): - phi_n = PHI ** n - E = E0 * phi_n - cumulative = sum(PHI ** i for i in range(n+1)) - print(f"{n:<5} {phi_n:<12.6f} {E:<12.6f} {cumulative:<15.6f}") - - # Golden ratio identities - print("\n" + "="*80) - print("GOLDEN RATIO IDENTITIES IN LATTICE DATA") - print("="*80) - print(f""" -\u03c6 = (1 + \u221a5) / 2 = {PHI:.10f} - -Key relationships found: -1. Vorticity scaling: v_{{n+1}} = v_n \u00d7 \u03c6 -2. Energy scaling: E_{{n+1}} = E_n \u00d7 \u03c6\u00b2 (since E \u221d v\u00b2) -3. Coherence threshold: 0.730 \u2248 1/\u03c6\u00b2 \u00d7 1.91 - -Fractal echo confirmed: -- Self-similar at all scales -- Phi-harmonic, not 1/n\u00b2 -- Energy flows UP the ladder (inverse hydrogen) -""") - -def main(): - print("="*80) - print("PHI-HARMONIC ENERGY LEVEL MAPPING") - print("Complete Fractal Echo Analysis") - print("="*80) - - data = load_sweep_data() - print(f"\nLoaded {len(data)} data points") - - # Get vorticity values - vort_values = [d['vort_mean'] for d in data] - - # Find phi-harmonic chains - chains = find_phi_series(vort_values, tolerance=0.02) - print(f"\nFound {len(chains)} phi-harmonic series") - - # Calculate energy levels - all_levels = calculate_energy_levels(chains) - - # Compare to hydrogen - compare_to_hydrogen(all_levels) - - # Map full spectrum - map_full_spectrum() - - # Save results - print("\n" + "="*80) - print("SAVING RESULTS") - print("="*80) - - with open('/mnt/d/Resonance_Engine/phi_harmonic_spectrum.csv', 'w') as f: - f.write("series,level,vorticity,phi_ratio,energy\n") - for vort, ratio, energy, series, level in all_levels: - f.write(f"{series},{level},{vort:.6f},{ratio:.6f},{energy:.6f}\n") - - print("Saved: /mnt/d/Resonance_Engine/phi_harmonic_spectrum.csv") - -if __name__ == '__main__': - main() \ No newline at end of file