English

Griffiths-like region explains the dynamic anomaly in metallic glass-forming liquids

Soft Condensed Matter 2026-05-06 v1 Disordered Systems and Neural Networks

Abstract

Complex fluids such as water exhibits many anomalous phenomena, and research suggests these properties are closely tied to critical fluctuations near the liquid-liquid phase transition critical point (LLCP). However, whether a similar LLCP exists in metallic glass-forming liquids, which are notable for their high atomic coordination, remains an open question. Although dynamic anomalies such as the breakdown of the Stokes-Einstein (SE) relation have often been attributed to dynamic heterogeneity or structural changes, relatively few studies have analyzed these anomalies from a thermodynamic-fluctuation perspective. This gap probably stems from the challenges in detecting density-driven phase transitions in such systems. Here, we use numerical simulations to explore the thermodynamic mechanisms behind dynamic anomalies in a prototypical metallic glass-forming melt. We observe substantial thermodynamic fluctuations near a particular region, which likely corresponds to a frustration state of liquid, vapor, and glass. These fluctuations may contribute to the violation of the SE relation. Our findings offer a fresh Griffiths-like perspective on the dynamic anomalies seen in supercooled metallic liquids, and shed new light on their underlying mechanisms.

Keywords

Cite

@article{arxiv.2601.13046,
  title  = {Griffiths-like region explains the dynamic anomaly in metallic glass-forming liquids},
  author = {Lin Ma and Xiaodong Yang and Xinjia Zhou and Gang Sun and Zhen Wei Wu},
  journal= {arXiv preprint arXiv:2601.13046},
  year   = {2026}
}

Comments

9 pages, 7 figures