5 citations · 6 across the 15 of their papers we have counts for
Showing cond-mat.stat-mechShow all
2 papers · 1 filter
cond-mat.stat-mech2025
Hierarchical autoregressive neural networks in three-dimensional statistical system
Piotr Białas, Vaibhav Chahar, Piotr Korcyl +3
Autoregressive Neural Networks (ANN) have been recently proposed as a mechanism to improve the efficiency of Monte Carlo algorithms for several spin systems. The idea relies on the…
cond-mat.stat-mech2024★ 5 cited
Rényi entanglement entropy of spin chain with Generative Neural Networks
Piotr Białas, Piotr Korcyl, Tomasz Stebel +1
We describe a method to estimate Rényi entanglement entropy of a spin system, which is based on the replica trick and generative neural networks with explicit probability estimatio…