Searcharxiv⌕ Search

arXiv · 2610.32434

On the Role of Atomic Mobility in the Polyamorphism of Metallic Glasses

Abstract

Understanding the microscopic mechanisms underlying polyamorphic transitions requires simultaneous knowledge of thermodynamic and structural evolution, which has remained experimentally inaccessible. Here, we combine chip-based fast differential scanning calorimetry with high-energy synchrotron X-ray diffraction to simultaneously probe the thermodynamic and structural evolution during the polyamorphic transition of a Pd-Ni-P metallic glass. Correlating heat-flow signals with the corresponding structural evolution during both heating and cooling reveals a direct relationship between thermodynamic evolution and medium-range structural ordering. Based on this relationship, we identify two distinct transition mechanisms. In the glassy state, the transition proceeds continuously through progressive medium-range ordering, accompanied by enhanced thermal stability and strongly temperature-dependent kinetics. In contrast, in the equilibrium supercooled liquid, the transition proceeds through the coexistence of distinct amorphous states, with only a weak temperature dependence of the kinetics. These findings show that atomic mobility governs the transformation pathway by coupling thermodynamic evolution to structural ordering, providing new insights into polyamorphic transitions in nonequilibrium amorphous systems.

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Jie Shen, Antoine Cornet, Pei-Hao Sun, Valerio Di Lisio, Daniele Cangialosi, Klara Otto, Isabella Gallino, Martin Rosenthal, Eloi Pineda, Giulio Monaco, Marco Di Michiel, Yong-Hao Sun, Wei-Hua Wang, Ruta Beatrice. 2026-10-23. On the Role of Atomic Mobility in the Polyamorphism of Metallic Glasses. https://arxiv.org/abs/2610.32434

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related papers

Laser Melting and Loss of Interlayer Coherence of the Charge Density Wave Order in TiSe${_2}$ observed by time-resolved neutron diffraction

Time-resolved elastic neutron scattering combined with laser-induced heating was used to probe the evolution of the periodic lattice distortion (PLD) associated with charge-density-wave (CDW) order in 1T-TiSe$_{2}$. Upon pulsed laser heating, the crystal undergoes a phase transition, where the transient response of the average lattice is isotropic. In contrast, the PLD exhibits an anisotropic behavior. The superlattice intensity is rapidly suppressed in-plane and out-of-plane upon heating, consistent with melting of the ordered state, but recovers more quickly in-plane than along the c-axis as the sample cools below the CDW transition temperature. The out-of-plane component shows pronounced broadening due to reduction of the interlayer correlation length while the in-plane correlations recover. The disparity between the nearly isotropic lattice response and the anisotropic recovery of the superlattice demonstrates that the CDW dynamics cannot be described solely by the evolution of the average lattice temperature. Instead, the results indicate that interlayer phase coherence represents the slowest-relaxing component of the ordered state. These findings support a picture in which the CDW instability is established primarily within the 1T-TiSe${_2}$ layers, while three-dimensional long-range order depends on weaker coupling between layers. More broadly, they demonstrate how direction-resolved time-resolved neutron diffraction can disentangle thermal and correlation-driven contributions to CDW dynamics in low-dimensional materials.

cond-mat.mtrl-sci↗

AtomMOF: All-Atom Flow Matching for MOF-Adsorbate Structure Prediction

Metal-organic frameworks (MOFs) are promising materials for applications such as direct air capture, where performance depends on how adsorbates bind within the framework. Accurately predicting MOF-adsorbate configurations is therefore important for screening candidate materials. However, traditional approaches are computationally expensive and require a known host structure, while existing generative models rely on rigid-body assumptions and do not explicitly model adsorbates. We introduce AtomMOF, a scalable all-atom flow-matching model that jointly predicts MOF-adsorbate structures from discrete building blocks and adsorbates. Built on a Diffusion Transformer with a building block-based pairwise attention bias, AtomMOF operates in an unconstrained all-atom space and exhibits clear scaling behavior. To improve the structural validity of flexible all-atom models, we also propose Feynman-Kac (FK) steering with machine-learned interatomic potentials (MLIPs). On the BW dataset, AtomMOF achieves a 58.17% relative increase in match rate and a 31.84% relative reduction in RMSD compared with prior work. MLIP-guided steering further improves validity by 28.7% and reduces formation energy error by 86.5%. On ODAC25, AtomMOF generates adsorption configurations faster than GCMC and, when combined with MLIP relaxation, identifies lower-energy configurations than those in the reference dataset.

cond-mat.mtrl-sci↗

Limitations of Debye-Waller lattice temperature extraction under electronic excitation

Ultrafast diffraction is the cutting-edge technique to extract the atomic temperature at femtosecond timescales, and further related quantities - in particular, electron-phonon coupling strength at elevated electronic temperatures. The present work demonstrates limitations of such an analysis, emphasizing the importance of careful evaluation of the evolution of the Debye temperature. It is shown that, due to the sensitivity of the Debye-Waller analysis to this parameter, neglecting its changes under electronic excitation may lead to significant deviations of the atomic temperature extracted from its true values.

cond-mat.mtrl-sci↗