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Bifurcation Forecasting for Large Dimensional Oscillatory Systems: Forecasting Flutter Using Gust Responses
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Forecasting bifurcations is a significant challenge and an important need in several applications. Most of the existing forecasting approaches focus on bifurcations in nonoscillating systems. However, subcritical and ...
Bifurcation Analysis in Dynamical Systems Through Integration of Machine Learning and Dynamical Systems Theory
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Characterizing the nonlinear behavior of dynamical systems near the stability boundary is a critical step toward understanding, designing, and controlling systems prone to stability concerns. Traditional methods for ...