DMDc achieves lower prediction error and greater robustness to cell degradation than a physics-guided transformer on 30 Ah Li-ion HPPC data under limited data.
Spar se identification of nonlinear dynamics for model predictive control in the low-data limit
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Operator-Theoretic and physics-guided Sequence Modeling of Lithium-Ion Battery Voltage Dynamics
DMDc achieves lower prediction error and greater robustness to cell degradation than a physics-guided transformer on 30 Ah Li-ion HPPC data under limited data.