Journal article
Examples of renormalization group transformations for image sets
Physical review. E, Vol.98(5), 052129
07/26/2018
DOI: 10.1103/PhysRevE.98.052129
Abstract
Phys. Rev. E 98, 052129 (2018) Using the example of configurations generated with the worm algorithm for the
two-dimensional Ising model, we propose renormalization group (RG)
transformations, inspired by the tensor RG, that can be applied to sets of
images. We relate criticality to the logarithmic divergence of the largest
principal component. We discuss the changes in link occupation under the RG
transformation, suggest ways to obtain data collapse, and compare with the two
state tensor RG approximation near the fixed point.
Details
- Title: Subtitle
- Examples of renormalization group transformations for image sets
- Creators
- Samuel Foreman - University of IowaJoel Giedt - Rensselaer Polytechnic InstituteYannick Meurice - University of IowaJudah Unmuth-Yockey
- Resource Type
- Journal article
- Publication Details
- Physical review. E, Vol.98(5), 052129
- DOI
- 10.1103/PhysRevE.98.052129
- ISSN
- 2470-0045
- eISSN
- 2470-0053
- Grant note
- DOI: 10.13039/100000015, name: U.S. Department of Energy, award: DE-SC0013496, DE-SC0010113, DE-SC0009998; DOI: 10.13039/100006229, name: Oak Ridge Institute for Science and Education; DOI: 10.13039/100006225, name: Oak Ridge Associated Universities, award: DESC0014664
- Language
- English
- Date published
- 07/26/2018
- Academic Unit
- Physics and Astronomy
- Record Identifier
- 9984200039102771
Metrics
5 Record Views