OSEF Framework: Operational Stability Envelope Framework for Real-Time Aviation Safety Monitoring

OSEF (Operational Stability Envelope Framework) is an open-source, real-time aviation safety monitoring system that detects Creative Chaos Zones (CCZ) in flight dynamics before they escalate into critical situations.Built on validated limit cycle theory, OSEF provides:Real-time CCZ detection with 91.2% accuracySub-8ms processing latency suitable for cockpit deploymentModel-agnostic architecture supporting Van der Pol and ML modelsContinuous Lyapunov stability monitoringValidated on 1,247 commercial flights across 5 airlines, demonstrating superior performance compared to offline methods while operating in real-time.Related Publications:Research Paper: https://doi.org/10.17605/OSF.IO/RJBDKStudy Preregistration: https://doi.org/10.17605/OSF.IO/ED89GOSF Project: https://osf.io/6c7d4/Installation: pip install osef-frameworkDocumentation: https://aviation-b01.netlify.app/