Open access
2026
A Bi-Stage Gaussian Process Framework for Modeling and Predicting Nonlinear Non-Autonomous Dynamics
A Bi-stage Gaussian Process (GP) framework for non-autonomous ODEs, capable of estimating system states and their derivatives directly from noisy measurements, providing a reliable alternative to classical ODE modeling in noisy and complex systems.
R. Fezai, Byanne Malluhi, Nour Basha et al.
· IEEE Access · 0 citations