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Structure-Preserving Epistemic Neural Networks

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  1. TOOL · CL_200143 ·

    New S-PENNs framework enhances uncertainty quantification in scientific ML

    Researchers have developed Structure-Preserving Epistemic Neural Networks (S-PENNs), a novel framework for uncertainty quantification in scientific machine learning models with architectural constraints. This method ens…