Abstract: This paper investigates model predictive control (MPC) for semi-Markov jump (SMJ) nonlinear systems based on learning-based Koopman operators (KOs). A multi-mode neural network is trained to ...
Abstract: Accurate modeling of personalized cardiovascular dynamics is crucial for non-invasive monitoring and therapy planning. State-of-the-art physics-informed neural network (PINN) approaches ...
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