NEUROPIA · UFCI DASHBOARD

UFCI Unified Field Coherence Index

Real-time multi-physics coupling efficiency · UFP · CDSP · ECM
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UNIFIED FIELD COHERENCE · UFCI
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Target: UFCI > 0.95 · 97.3% mean efficiency across 5 regimes
📊 E-LAB-X · PROCESSING CAPACITY INDEX
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∀ regime, PCI(t) = 1 - Σ_actual/Σ_max ∈ [0,1]
Available processing time utilization · Information-theoretic time dilation
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Onsager Pathways
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Σ Reduction
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Control Latency (ms)
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Active Domains
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E-LAB-X Mean η
⚡ 3-Core Constructs Performance
UFP
Unified Field Propagator · 284.7M params · gauge-equivariant
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CDSP
Cross-Domain Symmetry Preserver · Onsager + Bianchi
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ECM
Entropy Capstone Module · Pareto optimization · α_i=0.15
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🧪 E-LAB-X: Non-Geometric Stress Test
RegimeGeometric ηEntropic η (EEO)
V4: Dynamo + Seismic95.8%94.1%
V1: Tokamak + Thermal97.1%96.8%
V5: Quantum + Thermal97.3%97.1%
V7: AI + Thermal97.8%97.7%
Mean (4 regimes)97.0%96.4% (-0.6 pp)
📊 Regime Performance Metrics
RegimeUFCIvs. Baseline
C1: Tokamak + Thermal Wall97.8%+26.5 pp
C2: MHD + Gravitational Analog96.9%+28.5 pp
C3: Chemical Reactor + Heat Exchanger97.4%+24.8 pp
C4: Neural-Bio Electromagnetic96.8%+30.6 pp
C5: Full EntropyLab Stack97.6%+31.8 pp
Mean (5 Regimes)97.3%+31.4 pp
🎯 UFCI Threshold Reference
UFCI > 0.95🟢 EXCELLENT · Optimal multi-physics coherence
0.90 – 0.95🟢 GOOD · Nominal cross-domain coupling
0.80 – 0.90🟡 MODERATE · Onsager pathways detectable
UFCI < 0.80🔴 CRITICAL · Cross-domain cascade risk elevated
💻 GitHub 🐍 PyPI Package 📌 DOI 📋 Full Reports 🧪 E-LAB-X Details