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NeuralCert: certified computational discovery of extremal mathematical constructions

arXiv:2609.30296v1 Announce Type: new Abstract: Neural networks are becoming popular in solving mathematical problems, but stochastic models do not provide mathematical exactness by themselves. This study introduces a discovery-to-certification framework in which high-dimensional variational trial…

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  1. 2026-09-28 04:00 · arXiv cs.LG
    NeuralCert: certified computational discovery of extremal mathematical constructions

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