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Satsuki Nishimura

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Preprint Aug 2026

Uncovering Hidden Leptonic Correlations with Flow Matching and Autoencoders

We perform a global search for values of the Yukawa matrices and Majorana masses in the Type-I seesaw mechanism. Using flow matching, which is a generative artificial intelligence (generative AI) method, we generate a broad set of solutions reproducing the experimentally measured values of the neutrino mass-squared dif...

Haruto Kitagawa, Satsuki Nishimura, Hajime Otsuka · 0 citations

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