54 citations · 118 across the 18 of their papers we have counts for
4 papers · 1 filter
Higher-dimensional chaotic features and random matrix signatures following a local quench
Dmitry S. Ageev, Jacob Sonnenschein
We study the multidimensional erratic structure of correlation functions produced by local operator quenches in finite-volume free massive scalar field theory in dimensions 2 and 3…
Excited String States and D-branes from Infinite Width Neural Networks
Dmitry S. Ageev, Yulia A. Ageeva
We explore recent proposal to represent worldsheet string path integrals by integrating over parameters of a wide random-feature neural network whose output is identified with the…
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 -point correlators by averaging over random networ…
One-Loop Renormalization of Anisotropic Two-Scalar Quantum Field Theories
Dmitry S. Ageev, Yulia A. Ageeva
We develop a basis--covariant one--loop renormalization framework for two interacting real scalars in with the most general two--derivative Lorentz--violating quadratic for…