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most citedProbabilistic Forecasting for Building Energy Systems using Time-Series Foundation Models

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eess.SY2024

MPC of Uncertain Nonlinear Systems with Meta-Learning for Fast Adaptation of Neural Predictive Models

Jiaqi Yan, Ankush Chakrabarty, Alisa Rupenyan +1

In this paper, we consider the problem of reference tracking in uncertain nonlinear systems. A neural State-Space Model (NSSM) is used to approximate the nonlinear system, where a…