309 citations · 1.8k across the 41 of their papers we have counts for
41 papers
Critical behavior of Anderson transitions in higher dimensional Bogoliubov-de Gennes symmetry classes
Tong Wang, Zhiming Pan, Keith Slevin +1
Disorder is ubiquitous in solid-state systems, and its crucial influence on transport properties was revealed by the discovery of Anderson localization. Generally speaking, all bul…
Machine learning wave functions to identify fractal phases
Tilen Cadez, Barbara Dietz, Dario Rosa +3
We demonstrate that an image recognition algorithm based on a convolutional neural network provides a powerful procedure to differentiate between ergodic, non-ergodic extended (fra…
Irrelevant corrections at the quantum Hall transition
Keith Slevin, Tomi Ohtsuki
The quantum Hall effect is one of the most extensively studied topological effects in solid state physics. The transitions between different quantum Hall states exhibit critical ph…
A stochastic method to compute the localisation landscape
Masataka Kakoi, Keith Slevin
The localisation landscape of L. Herviou and J. H. Bardarson is a generalisation of the localisation landscape of M. Filoche and S. Mayboroda. We propose a stochastic method…
Analysis of Kohn-Sham Eigenfunctions Using a Convolutional Neural Network in Simulations of the Metal-insulator Transition in Doped Semiconductors
Yosuke Harashima, Tomohiro Mano, Keith Slevin +1
Machine learning has recently been applied to many problems in condensed matter physics. A common point of many proposals is to save computational cost by training the machine with…
Multifractality and the distribution of the Kondo temperature at the Anderson transition
Keith Slevin, Stefan Kettemann, Tomi Ohtsuki
Using numerical simulations, we investigate the distribution of Kondo temperatures at the Anderson transition. In agreement with previous work, we find that the distribution has a…