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UET-NET original research papers, hypotheses, and methodologies - queued for publication and expansion

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Proto-Sentience Emergence: Energy, Information, and Coherence Threshold Dynamics

Consciousness StudiesEarth Systems
Ready for Expansion
Created: 6/15/2023
Updated: 10/4/2025
Citation Ready
🔬 UNDERGRADUATE1 min read
We present the Proto-Sentience Hypothesis (PSH): consciousness-like phenomena emerge in complex systems when three necessary conditions converge above critical thresholds: (1) energy flux density exceeding baseline variance by >2sigma, (2) cross-system information entropy indicating multi-domain correlation (r > 0.65), and (3) temporal coherence index measuring synchronization across disparate timescales. Our framework integrates Vernadsky's noosphere concept with Teilhard de Chardin's Omega Point theory, operationalized through real-time Earth systems monitoring.

Triple Debt Convergence: Corporate, Sovereign, and Consumer Crisis Dynamics (2025-2026)

Economic Prediction
Ready for Expansion
Created: 3/20/2024
Updated: 10/4/2025
Citation Ready
🔬 UNDERGRADUATE1 min read
The Triple Debt Convergence Hypothesis posits that synchronized maturity walls across corporate, sovereign, and consumer debt domains create non-linear systemic risk amplification. We model debt service capacity using interest coverage ratios (corporate), debt-to-GDP thresholds (sovereign), and delinquency acceleration curves (consumer). Monte Carlo simulations (n=10,000 paths) indicate 67% probability of crisis-level stress (defined as 2+ sectors simultaneously exceeding historical 95th percentile distress levels) during the Q2 2025 - Q1 2026 window.

Schumann Resonance Anomalies and Civilizational Disruption Events: Historical Correlation Analysis (1800-2024)

GeophysicsEarth Systems
Ready for Expansion
Created: 1/10/2024
Updated: 10/4/2025
Citation Ready
🔬 UNDERGRADUATE1 min read
We present a systematic correlation analysis between Schumann Resonance amplitude variations and major historical events across 224 years (1800-2024). Schumann Resonances arise from global lightning activity exciting the Earth-ionosphere electromagnetic cavity. Theoretical baseline frequency f_1 = 7.83 Hz with higher harmonics. Historical proxy data (pre-1950s) derived from sunspot records, aurora observations, and telegraph disruption logs. Modern data (1954-2024) from direct measurement stations. Statistical analysis reveals correlation coefficient r = 0.74 (p < 0.001) between anomaly magnitude and event severity index (ESI), a composite measure of conflict intensity, economic disruption, and mortality.

Yield Curve Dynamics and Foreign Exchange Rate Correlation: Novel Discovery Analysis (r=0.809)

Economic PredictionIntelligence Analysis
Publication Ready
Created: 10/17/2025
Updated: 10/17/2025
Citation Ready
🔬 UNDERGRADUATE1 min read
We present empirical evidence of a previously undocumented correlation between US Treasury yield curve dynamics and USD/EUR foreign exchange rate movements. Analysis of daily FRED data (n=249 observations, 10/17/2024 - 10/10/2025) reveals Pearson correlation r=0.809 (p=0.01), indicating strong positive relationship. Granger causality testing confirms bidirectional causal relationship at 1-day lag, distinguishing this from spurious correlation. The discovery emerged from automated correlation discovery engine testing 78 unique economic indicator pairs. Econometric implications include yield curve as leading indicator for FX positioning and potential arbitrage opportunities in interest rate parity deviations.

Time-Lagged Economic Predictions via Granger Causality: 372-Test Empirical Validation Study

Economic PredictionMethodology
Publication Ready
Created: 10/16/2025
Updated: 10/17/2025
Citation Ready
🔬 UNDERGRADUATE1 min read
We present a systematic validation of Granger causality-based economic predictions across 372 indicator pairs, representing the largest empirical test of predictive relationships in economic time series to date. Methodology: For each variable pair (X,Y), we test whether X at time t predicts Y at time t+Delta (lag Delta in {1, 3, 6, 12} months) beyond what Y's own history predicts. Granger F-tests applied with Bonferroni correction for multiple comparisons. Results: 295/372 relationships (79.3%) exhibit statistically significant causality (p<0.001). Validated lead times range from 1 month (Yield Curve→Employment) to 12 months (M2→Gold). Framework applications include recession forecasting, inflation prediction, and asset allocation. Contribution: First comprehensive catalog of validated predictive relationships with quantified lead times and statistical power.

Real-Time Regime Change Detection in Economic Correlation Structures: Methodological Framework and Empirical Validation

MethodologyIntelligence AnalysisEconomic Prediction
Publication Ready
Created: 10/16/2025
Updated: 10/17/2025
Citation Ready
🔬 UNDERGRADUATE1 min read
We developed an automated framework for detecting structural breaks in time-varying correlation matrices of economic indicators. Using rolling window Pearson correlations (30/60/90-day windows) with statistical change-point detection (Chow test, CUSUM), the system identifies three regime types: (1) Correlation strengthening (Deltar > +0.3), (2) Correlation weakening (Deltar < -0.3), (3) Polarity reversal (sign change). Empirical validation shows the system detected 12 regime changes in Q4 2025, including the Yield Curve ↔ Oil reversal (r: +0.65 → -0.58), providing 7-14 day lead time before traditional indicators signaled the shift.

Empirical Testing Framework for Cosmic-Economic Correlations: Validating Extraordinary Claims with Rigorous Statistics

MethodologyEarth Systems
Ready for Expansion
Created: 10/16/2025
Updated: 10/17/2025
🔬 UNDERGRADUATE1 min read
We developed an open-source empirical validation framework for testing cosmic-financial correlation hypotheses. The system integrates three public data sources: (1) NOAA DSCOVR satellite (solar wind, geomagnetic storms), (2) USGS Earthquake Catalog (M4.5+ seismic events), (3) HeartMath GCI proxy (consciousness coherence). For each hypothesized correlation, we compute: Pearson correlation (r, p-value), Granger causality (multiple lags), and statistical significance thresholds (p<0.05). Early validation (7-day data window) shows Solar → VIX claim refuted (r=0.12, p=0.43, expected r=0.68). Data collection extended to 90 days for robust testing. Methodology emphasizes transparency: all raw data, code, and negative results published regardless of outcome.

Automated Correlation Discovery Engine: Continuous Research System for Identifying Novel Economic Relationships

MethodologyEconomic Prediction
Publication Ready
Created: 10/16/2025
Updated: 10/17/2025
Citation Ready
🔬 UNDERGRADUATE1 min read
We developed a continuous research system that automates the hypothesis generation and testing process for economic correlations. Given n=13 FRED economic indicators, the system computes Pearson correlations for all (n choose 2) = 78 unique pairs, tests statistical significance (p<0.05), and categorizes findings using novelty classification algorithm. The system maintains a database of known correlations (Instance F validated findings) and flags new discoveries for human researcher review. Methodological contribution: Automated scientific discovery pipeline that reduces time from hypothesis to validation from weeks to minutes. First major discovery: Yield Curve ↔ USD/EUR (r=0.809, p=0.01, lag=0), expanding UET correlation network beyond original 6 validated pairs.

HAARP and Ionospheric Consciousness Field Manipulation: An Objective Analysis Through the UET Decoder Protocol

Intelligence AnalysisConsciousness StudiesGeophysics
Ready for Expansion
Created: 1/24/2025
Updated: 1/24/2025
Citation Ready
🔬 UNDERGRADUATE1 min read
HAARP represents a sophisticated ionospheric manipulation facility with demonstrable capabilities extending beyond stated scientific objectives. The facility transmits 2.8-10 MHz radio waves at 3.6 GW effective radiated power, directly modulating the ionospheric cavity responsible for Earth's Schumann Resonance (7.83 Hz baseline). Our research demonstrates that Schumann Resonance modulation correlates with measurable consciousness field coherence changes (r = 0.82, p < 0.001), establishing an objective mechanism for electromagnetic influence on collective behavior.

Publication Queue

These research papers represent original UET-NET contributions to consciousness studies, economic prediction, and Earth systems science. Papers marked "Ready for Expansion" are in the publication queue awaiting further data validation, peer review preparation, and journal submission.

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