What question did this study set out to answer?

This research aims to create a geometric framework for detecting and controlling instability in coupled dynamical systems.

March 18, 2026Open Access

Blind-Spot Decomposition and the Geometry of System Collapse∗

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A geometric framework demonstrates structural stability control in dynamical systems, suggesting new implications for various domains.

This research aims to create a geometric framework for detecting and controlling instability in coupled dynamical systems.
Developed a Blind-Spot Decomposition Theory (BSDT) energy functional.
Validated framework using data from banking, power-grid analysis, and fluid dynamics.
Utilized Lyapunov-certified convergence and topological scoring.
Achieved AUROC = 0.867 with zero false alarms in banking data.
Power-grid AUC reached 0.9997 over a 72-hour lead time.
Adaptive viscosity reduced peak vorticity by 1.77 times.

Olusegun Osoba Odeyemi (2026) studied this question.

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March 18, 2026Open Access

View Full Paper

Ask AI

Bookmark

Authors

A geometric framework demonstrates structural stability control in dynamical systems, suggesting new implications for various domains.

This research aims to create a geometric framework for detecting and controlling instability in coupled dynamical systems.
Developed a Blind-Spot Decomposition Theory (BSDT) energy functional.
Validated framework using data from banking, power-grid analysis, and fluid dynamics.
Utilized Lyapunov-certified convergence and topological scoring.
Achieved AUROC = 0.867 with zero false alarms in banking data.
Power-grid AUC reached 0.9997 over a 72-hour lead time.
Adaptive viscosity reduced peak vorticity by 1.77 times.

Olusegun Osoba Odeyemi (2026) studied this question.

View Full Paper

Ask AI

Bookmark