Neural Network Quantum Field Theory from Transformer Architectures

Dmitry S. Ageev, Yulia A. Ageeva

We propose a neural-network construction of Euclidean scalar quantum field theories from transformer attention heads, defining $n$-point correlators by averaging over random networ…