Add OSEF Framework for aviation safety using limit cycle dynamics

[emerladcompass]

## Add OSEF Framework

Category: Other libraries and tools → Applied Dynamical Systems

Project: OSEF Framework

Description: Operational Stability Envelope Framework implementing limit cycle dynamics for real-time aviation safety supervision.

Scientific Foundation:

• Application of nonlinear dynamics in safety-critical systems
• Limit cycle theory implementation with 91.2% detection accuracy
• Validated on extensive flight data (1,247 commercial flights)

Technical Details:

• Language: Python
• License: MIT
• Availability: PyPI (pip install osef-framework)
• Performance: < 8ms real-time processing
• Documentation: Comprehensive mathematical and API documentation

Relevance to Scientific Computing:

• Demonstrates practical application of dynamical systems theory
• Real-time numerical analysis implementation
• Bridges computational science and engineering applications
• Open-source research tool for nonlinear dynamics

Links:

• Repository: https://github.com/emerladcompass/OSEF-Framework
• Documentation: https://emerladcompass.github.io/OSEF-Framework/
• PyPI: https://pypi.org/project/osef-framework/
• Research: https://doi.org/10.17605/OSF.IO/RJBDK

[emerladcompass]

Thank you 😌