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cond-mat.stat-mech2026
Dynamical Regimes of Discrete Diffusion Models
Tomoei Takahashi, Takashi Takahashi, Yoshiyuki Kabashima
Diffusion models generate high-dimensional data such as images by learning a process that gradually removes noise from corrupted data. Recent studies have shown that the backward d…
cond-mat.stat-mech2022★ 1 cited
The cavity method to protein design problem
Tomoei Takahashi, George Chikenji, Kei Tokita
In this study, we propose an analytic statistical mechanics approach to solve a fundamental problem in biological physics called protein design. Protein design is an inverse proble…