Abstract: This letter presents a theoretical framework for estimating the trajectory-based region of attraction in nonlinear higher-order networks. A Lyapunov-based criterion is established for ...

Official implementation of SceneAware, a novel framework for pedestrian trajectory prediction that explicitly incorporates scene understanding to enhance prediction accuracy and physical plausibility.

Department of Chemistry and Biochemistry, University of South Carolina, Columbia, United States ...