Mutual Information-Guided Multiobjective Learning Framework for Augmenting Incomplete Mechanism Models With Neural Networks

Mechanism models often have limited performance due to incompleteness, while neural networks are acknowledged to lack interpretability and extrapolation stability. Augmenting incomplete mechanism models with neural networks can achieve accurate prediction and naturally inherit mechanism models'...

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