Structure and Dynamics of Low-Energy Excitations in Glassy Materials

NSF Award Search · 01002526DB NSF RESEARCH & RELATED ACTIVIT · $450,000 · view on nsf.gov ↗

Abstract

NON-TECHNICAL SUMMARY The history of spin glasses is a fascinating study into the intellectual power of statistical physics and its far-reaching consequences, especially for the understanding of complex materials. Once devised as an abstraction of some rare materials with peculiar magnetic properties, they have become a foundation for the study of complexity in some of the hardest computational problems in the sciences and engineering: from memory and learning in neural networks such as the brain or in artificial intelligence, to the structure and dynamics of a very broad range of real amorphous materials – granular, colloidal, polymeric, or magnetic. Their wide-ranging importance has been recognized with the 2021 Nobel Prize in Physics. An "Ising" spin glass is a simple model in which the spin variables can take on merely two values, up or down (+/-), similar to a bit (0/1) in a computer. By coupling each pair of these variables with a randomly selected positive (enhancing) or negative (suppressing) bond, it becomes an elementary model of a glass, i.e., a disordered amorphous material that fails to condense into a regularly ordered, crystalline state on cooling. Since finding such ground states is among the hardest known computational problems in science, their low-temperature properties are still poorly understood. While a mean-field theory of spin glasses that is mathematically tractable but ignores spatial embedding is well developed, results for real glasses that

Key facts

NSF award ID
2533356
Awardee
Emory University (GA)
SAM.gov UEI
S352L5PJLMP8
PI
Stefan Boettcher
Primary program
01002526DB NSF RESEARCH & RELATED ACTIVIT
All programs
CDS&E, ADVANCED SOFTWARE TECH & ALGOR, COMPUTATIONAL SCIENCE & ENGING
Estimated total
$450,000
Funds obligated
$450,000
Transaction type
Standard Grant
Period
10/01/2025 → 09/30/2028