logo
ResearchBunny Logo
Machine learning identifies scale-free properties in disordered materials

Engineering and Technology

Machine learning identifies scale-free properties in disordered materials

S. Yu, X. Piao, et al.

Discover how Sunkyu Yu, Xianji Piao, and Namkyoo Park harness machine learning to revolutionize our understanding of wave-matter interactions in disordered structures. This study unveils novel neural networks that not only predict wave localization but also generate robust disordered structures with scale-free properties, enhancing resilience against defects.

00:00
00:00
Playback language: English
Citation Metrics
Citations
0
Influential Citations
0
Reference Count
0

Note: The citation metrics presented here have been sourced from Semantic Scholar and OpenAlex.

Related Publications

Explore these studies to deepen your understanding of the subject.

Exploiting redundancy in large materials datasets for efficient machine learning with less data
Engineering and Technology

Exploiting redundancy in large materials datasets for efficient machine learning with less data

K. Li, D. Persaud, et al.

Explainable machine learning identifies multi-omics signatures of muscle response to spaceflight in mice
Space Sciences

Explainable machine learning identifies multi-omics signatures of muscle response to spaceflight in mice

K. Li, R. Desai, et al.

From individual elements to macroscopic materials: in search of new superconductors via machine learning
Physics

From individual elements to macroscopic materials: in search of new superconductors via machine learning

C. Pereti, K. Bernot, et al.

Skin Tone Analysis for Representation in Educational Materials (STAR-ED) using machine learning
Medicine and Health

Skin Tone Analysis for Representation in Educational Materials (STAR-ED) using machine learning

G. A. Tadesse, C. Cintas, et al.

Listen, Learn & Level Up
Over 10,000 hours of research content in 25+ fields, available in 12+ languages.
No more digging through PDFs, just hit play and absorb the world's latest research in your language, on your time.
listen to research audio papers with researchbunny