2 papers
cond-mat.stat-mech2026
Universal interface fluctuations in absorbing-state phase transitions
Yohsuke T. Fukai, Keiichi Tamai, Tetsuya Hiraiwa
Despite similarities between models exhibiting absorbing phase transitions (APTs) and those showing Kardar-Parisi-Zhang (KPZ) growth, the relationship between these universal fluct…
stat.ML2025
Universal Scaling Laws of Absorbing Phase Transitions in Artificial Deep Neural Networks
Keiichi Tamai, Tsuyoshi Okubo, Truong Vinh Truong Duy +2
We demonstrate that conventional artificial deep neural networks operating near the phase boundary of the signal propagation dynamics, also known as the edge of chaos, exhibit univ…