The nonperturbative functional renormalization group and its applications
The renormalization group plays an essential role in many areas of physics, both
conceptually and as a practical tool to determine the long-distance low-energy properties of …
conceptually and as a practical tool to determine the long-distance low-energy properties of …
The standard model as an effective field theory
I Brivio, M Trott - Physics Reports, 2019 - Elsevier
Projecting measurements of the interactions of the known Standard Model (SM) states into
an effective field theory (EFT) framework is an important goal of the LHC physics program …
an effective field theory (EFT) framework is an important goal of the LHC physics program …
Mixed-state quantum phases: Renormalization and quantum error correction
Open system quantum dynamics can generate a variety of long-range entangled mixed
states, yet it has been unclear in what sense they constitute phases of matter. To establish …
states, yet it has been unclear in what sense they constitute phases of matter. To establish …
Hyperuniform states of matter
S Torquato - Physics Reports, 2018 - Elsevier
Hyperuniform states of matter are correlated systems that are characterized by an
anomalous suppression of long-wavelength (ie, large-length-scale) density fluctuations …
anomalous suppression of long-wavelength (ie, large-length-scale) density fluctuations …
Quantum machine learning for chemistry and physics
Machine learning (ML) has emerged as a formidable force for identifying hidden but
pertinent patterns within a given data set with the objective of subsequent generation of …
pertinent patterns within a given data set with the objective of subsequent generation of …
Unsupervised learning of phase transitions: From principal component analysis to variational autoencoders
SJ Wetzel - Physical Review E, 2017 - APS
We examine unsupervised machine learning techniques to learn features that best describe
configurations of the two-dimensional Ising model and the three-dimensional XY model. The …
configurations of the two-dimensional Ising model and the three-dimensional XY model. The …
Critical reflections on asymptotically safe gravity
Asymptotic safety is a theoretical proposal for the ultraviolet completion of quantum field
theories, in particular for quantum gravity. Significant progress on this program has led to a …
theories, in particular for quantum gravity. Significant progress on this program has led to a …
Statistical physics of human cooperation
Extensive cooperation among unrelated individuals is unique to humans, who often sacrifice
personal benefits for the common good and work together to achieve what they are unable …
personal benefits for the common good and work together to achieve what they are unable …
Laplacian renormalization group for heterogeneous networks
The renormalization group is the cornerstone of the modern theory of universality and phase
transitions and it is a powerful tool to scrutinize symmetries and organizational scales in …
transitions and it is a powerful tool to scrutinize symmetries and organizational scales in …