4 papers
Conformal Defects in Neural Network Field Theories
Pietro Capuozzo, Brandon Robinson, Benjamin Suzzoni
Neural Network Field Theories (NN-FTs) represent a novel construction of arbitrary field theories, including those of conformal fields, through the specification of the network arc…
Supersymmetric Holomorphic Masses in AdS/CFT with Flavour
Pietro Capuozzo, Jack Holden, Andy O'Bannon +3
In type IIB supergravity (SUGRA), in the extremal background of a number N_c of D3-branes we consider a number N_f of probe D7-branes extended along all four D3-brane directions, (…
Machine Learning Toric Duality in Brane Tilings
Pietro Capuozzo, Tancredi Schettini Gherardini, Benjamin Suzzoni
We apply a variety of machine learning methods to the study of Seiberg duality within 4d quantum field theories arising on the worldvolumes of D3-branes probing tor…
From Large to Small Superconformal Surface Defects in Holographic 6d SCFTs
Pietro Capuozzo, John Estes, Brandon Robinson +1
Two-dimensional (2d) Lie superalgebras can be either "small" or "large", meaning their R-symmetry is either or $\mathfrak{so}(4) \oplus \math…