19 citations · 20 across the 8 of their papers we have counts for
9 papers
Learning Topological Features of -invariants
Brandon Robinson, Shimal Harichurn, Fabian Ruehle +3
Machine learning and data analysis techniques have recently emerged as powerful tools for identifying patterns and formulating conjectures in mathematical research, most notably in…
A Tale of Two Compact Bosons
Christian Ferko, Vishnu Jejjala, Brandon Robinson
Neural network field theory (NN-FT) defines a field theory by a network architecture together with a probability density on its latent variables. For compact theories the local Gau…
Topological Effects in Neural Network Field Theory
Christian Ferko, James Halverson, Vishnu Jejjala +1
Neural network field theory formulates field theory as a statistical ensemble of fields defined by a network architecture and a density on its parameters. We extend the constructio…
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…
Virasoro Symmetry in Neural Network Field Theories
Brandon Robinson
Neural Network Field Theories (NN-FTs) typically describe Generalized Free Fields that lack a local stress-energy tensor in two dimensions, obstructing the realization of Virasoro…
New punctures for six-dimensional compactifications
Fabio Apruzzi, Noppadol Mekareeya, Brandon Robinson +1
Six-dimensional superconformal field theories (SCFTs) give rise to four-dimensional (4d) ones when compactified on Riemann surfaces. In the case, this yields th…
Superconformal anomalies for string defects in six-dimensional SCFTs
Fabio Apruzzi, Noppadol Mekareeya, Brandon Robinson +1
We study the anomalies of two-dimensional BPS defects in six-dimensional superconformal field theories. Using a holographic description of these defects furnish…
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…
Holographic Weyl Anomalies for 4d Defects in 6d SCFTs
Pietro Capuozzo, John Estes, Brandon Robinson +1
In this note, we study - and -BPS co-dimension two superconformal defects in the SCFT at large using their holographic descriptions…