Abstract: In this paper, we investigate the observer-based integral sliding mode security control problem for a class of time-delay nonlinear discrete-time disturbed cyber-physical systems (CPSs) ...

Abstract: Physics-informed neural networks (PINNs) have recently been utilized to tackle wave equation-based forward and inverse problems. However, they encounter challenges in accurately predicting ...

We propose a new method called Decoupled Annealing Posterior Sampling (DAPS) that relies on a novel noise annealing process to solve posterior sampling with diffusion prior. Specifically, we decouple ...