Atomically precise phosphine-stabilized gold nanoclusters are commonly characterized by single-crystal X-ray diffraction, yet the extent to which these static structures represent finite-temperature behavior remains unclear. To explore the free-energy landscapes, equilibrium populations, and isomerization kinetics of these nanoclusters in the gas phase, we establish a general framework that combines molecular dynamics simulations based on a machine-learned interatomic potential with Markov state models (MSMs). Analysis of the MSMs indicates that experimentally reported crystal structures frequently correspond to minor metastable states or transient configurations rather than the dominant finite-temperature structures. Increasing ligand coverage systematically alters both the thermodynamics and kinetics of structural rearrangements, driving the transition from planar to three-dimensional gold cores while accelerating isomerization dynamics. Moreover, catalytically accessible geometries are often only minor members of the equilibrium ensemble, highlighting a trade-off between structural stability and surface accessibility. These results emphasize that ligand-protected nanoclusters need to be viewed as dynamic ensembles and their finite-temperature behavior cannot be fully captured by their corresponding crystallographic structures alone.
The catalytic properties of bimetallic nanoclusters are governed by a complex interplay between their size, composition, chemical ordering, and interaction with the support. Here, we perform a comprehensive data-driven computational study using the USPEX evolutionary algorithm for global structure prediction of Pt-Au n...
I. Chepkasov, V. Baidyshev, A. D. Radina et al.· Small· 0 citations
Atomically precise gold nanoclusters are versatile for photocatalysis and energy conversion because their electronic structure stems from strong metal-ligand interactions. However, these interactions are mostly discussed statically, leaving dynamic reorganization of Au-ligand interfaces under photoexcitation unclear. W...
Meng-Yuan Cui, Tian-Rui Chen, Jun-Hua Zhou et al.· 0 citations
Poly-nitrogen compounds exhibit energy densities far exceeding those of traditional energetic materials, yet their poor stability limits their synthesis and applications. This work proposes a molecular matching strategy that systematically screens insensitive energetic compounds that match in electronic structure and...
Xiao-Feng Yuan, Ze Xu, Yuan-Gang Xu et al.· Langmuir· 0 citations
Crystallization from solution is commonly described in terms of direct nucleation from dispersed monomeric species, yet this picture becomes inadequate when strong coordination or solvation suppresses free-particle formation. Here we resolve the growth pathway of Pt nanoparticles formed by CO-mediated reduction of Pt p...
Janus nanocylinders (JNCs) are anisotropic, non-centrosymmetric colloids composed of two different faces, making them attractive for advanced functional materials. However, their nanometric dimensions and pronounced anisotropy complexify their preparation. Recently, a versatile supramolecular strategy has emerged tha...
Rihab Zguir, Ming-Sheng Ji, Irene Antignano et al.· Macromolecules· 0 citations
Diamond nanothreads (DNTs) represent a promising class of one-dimensional carbon nanomaterials for next-generation structural applications. However, exploring their mesoscale collective properties remains computationally prohibitive via all-atomistic molecular dynamics (MD) simulations. Here, we present a physically co...
Jia-Jia Cheng, Jun-Shan Si, Nan Wu et al.· Polymers· 0 citations
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