activity
20192026
most citedThe learnability scaling of quantum states: restricted Boltzmann machines

53 citations · 103 across the 5 of their papers we have counts for

collaborators

6 papers

hep-ph2026

Monopole Catalysis from Standard Model Anomalies

Nathaniel Craig, Dan Sehayek

We study the generalized symmetries associated with Standard Model flavor and their fate in the presence of magnetic monopoles. This illuminates a striking phenomenological consequ…

hep-th2026

Generalized symmetries and emergence in axion effective field theories

Dan Sehayek, Nathaniel Craig

We study the phenomenological consequences of higher symmetry structures in axion effective field theories. Higher-group and non-invertible symmetries impose parametric constraints…

cond-mat.str-el2023★ 1 cited

Solvable models for 2+1D quantum critical points: Loop soups of 1+1D conformal field theories

Amin Moharramipour, Dan Sehayek, Thomas Scaffidi

We construct a class of solvable models for 2+1D quantum critical points by attaching 1+1D conformal field theories (CFTs) to fluctuating domain walls forming a ``loop soup''. Spec…

cond-mat.stat-mech2022★ 15 cited

Persistent Homology of Gauge Theories

Dan Sehayek, Roger G. Melko

Topologically ordered phases of matter display a number of unique characteristics, including ground states that can be interpreted as patterns of closed strings. In this paper, we…

cond-mat.str-el2020★ 34 cited

Charge density waves in Weyl semimetals

Dan Sehayek, Manisha Thakurathi, A. A. Burkov

We present a theory of charge density wave (CDW) states in Weyl semimetals and their interplay with the chiral anomaly. In particular, we demonstrate a special nature of the shorte…

quant-ph2019★ 53 cited

The learnability scaling of quantum states: restricted Boltzmann machines

Dan Sehayek, Anna Golubeva, Michael S. Albergo +3

Generative modeling with machine learning has provided a new perspective on the data-driven task of reconstructing quantum states from a set of qubit measurements. As increasingly…