Energy Informatics

Table 1 Comparison of the MSE losses using NODEs for black-box and grey-box modelling of the RC circuit for the given train, validation and test sets

From: Grey-box modelling of lithium-ion batteries using neural ordinary differential equations

MSE loss	black-box modelling			grey-box modelling
	run 1	run 2	run 3	run 1	run 2	run 3
Training signal 1	0.000299	0.000366	0.000310	0.001073	0.000896	0.000891
Training signal 2	0.000554	0.000918	0.000712	0.001364	0.001678	0.001687
Validation signal	0.000318	0.000247	0.000362	0.001529	0.001512	0.001512
Test signal	0.006380	0.005587	0.006208	0.002169	0.002325	0.002329

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