MS-DeepONet computes one-shot multi-step predictions for nonlinear MIMO systems in model predictive control, with a proven universal approximation property and better benchmark performance than the standard DeepONet.
A neural predictive controller for non- linear systems,
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Deep Operator Neural Network Model Predictive Control
MS-DeepONet computes one-shot multi-step predictions for nonlinear MIMO systems in model predictive control, with a proven universal approximation property and better benchmark performance than the standard DeepONet.