2 papers
hep-ph2026
Exploring the flavor structure of leptons via diffusion models
Satsuki Nishimura, Hajime Otsuka, Haruki Uchiyama
We propose a method to explore the flavor structure of leptons using diffusion models, which are known as one of generative artificial intelligence (generative AI). We consider a s…
hep-ph2025
Diffusion-model approach to flavor models: A case study for modular flavor model
Satsuki Nishimura, Hajime Otsuka, Haruki Uchiyama
We propose a numerical method of searching for parameters with experimental constraints in generic flavor models by utilizing diffusion models, which are classified as a type of ge…