An optimal-transport-trained grey-box neural ODE corrects missing physics terms in unpaired simulation-to-real translation, beating black-box baselines on synthetic systems.
A hybrid simulation of DNN -based gray box models
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Hybrid Generative Modeling for Incomplete Physics: Deep Grey-Box Meets Optimal Transport
An optimal-transport-trained grey-box neural ODE corrects missing physics terms in unpaired simulation-to-real translation, beating black-box baselines on synthetic systems.