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Functional nanoparticles (NPs) have gained significant attention as a promising application in various fields, including sensor, smart coating, drug delivery, and more. Here, we propose a novel mechanism assisted by machine-learning…

软凝聚态物质 · 物理学 2024-08-06 Changhuang Huang , Kechun Bai , Yanyan Zhu , David Andelman , Xingkun Man

This work proposes an investigation on the scaling of the structural strength of polymer/graphene nanocomposites. To this end, fracture tests on geometrically scaled Single Edge Notch Bending (SENB) specimens with varying contents of…

材料科学 · 物理学 2018-10-10 Cory Hage Mefford , Yao Qiao , Marco Salviato

The complexity of condensed matter arises from emergent behaviors that cannot be understood by analyzing individual constituents in isolation. While traditional condensed-matter approaches-developed primarily for ideal crystalline…

材料科学 · 物理学 2025-09-30 Elisabetta Nocerino

Packing problems have been a source of fascination for millenia and their study has produced a rich literature that spans numerous disciplines. Investigations of hard-particle packing models have provided basic insights into the structure…

统计力学 · 物理学 2018-08-01 Salvatore Torquato

Computer modeling of formation of the one-dimensional and three-dimensional monatomic nanostructures by the method of atom-atom potentials was done. The arrangement of atoms was defined on the basis of the energy minimum. Our calculations…

软凝聚态物质 · 物理学 2007-09-04 M. A. Korshunov

The paper presents a short overview of the theoretical, numerical and experimental works on the critical behavior of a dilute polymer solution of long-flexible polymer chains confined in semi-infinite space restricted by a surface or in a…

软凝聚态物质 · 物理学 2018-01-08 Zoryana Usatenko , Krzysztof S. Danel

This article deals with the prediction of thermomechanical properties of fiber reinforced composites using several micromechanics models. These include strength of material approach, Halpin-Tsai equations, multi-phase mechanics of materials…

应用物理 · 物理学 2017-08-03 S. I. Kundalwal

Throughout the evolution of biological species on Earth, cells and organs have developed many complex structures and processes to ensure their interactions with individual chemical molecules (small and macromolecular) and nanoscale objects…

生物物理 · 物理学 2021-01-12 Kenneth A. Dawson

Matrix models have wide applications in nuclear theory, condensed matter theory and quantum field theory. I discuss supersymmetric extensions of matrix models and their applications to branched polymers, the meander problem, and…

高能物理 - 理论 · 物理学 2007-05-23 Yu. Makeenko

The design of complex materials and the formation of specific patterns often arise from the properties of the individual building blocks. In this respect, colloidal systems offer a unique opportunity because nowadays they can be synthesized…

软凝聚态物质 · 物理学 2022-03-01 Fabrizio Camerin , Emanuela Zaccarelli

Polymers, macromolecules formed from covalently bonded monomers, underpin countless technologies and are indispensable to modern life. While deep learning is advancing polymer science, existing methods typically represent the whole polymer…

机器学习 · 计算机科学 2025-10-21 Fanmeng Wang , Shan Mei , Wentao Guo , Hongshuai Wang , Qi Ou , Zhifeng Gao , Hongteng Xu

Using a coarse-grained bead-spring model of flexible polymer chains, the structure of a polymeric nanodroplet adsorbed on a chemically decorated flat wall is investigated by means of Molecular Dynamics simulation. We consider sessile drops…

软凝聚态物质 · 物理学 2009-11-10 J. Yaneva , A. Milchev , K. Binder

In frameworks of the scaling theory of phase transitions and critical phenomena the quantitative dependence of macroscopic properties on nanostructural parameters in a polymeric material is revealed. The draw ratios at neck and at break are…

软凝聚态物质 · 物理学 2012-10-30 Andrei N. Yakunin

We report on a model of polymer nanocomposites with fibrous fillers which explicitly considers the microscopic filler features and replicates the composites as random distributions of particles interconnected via electron tunneling. By…

无序系统与神经网络 · 物理学 2009-09-22 G. Ambrosetti , C. Grimaldi , T. Maeder , A. Danani , P. Ryser

We demonstrate that nascent polymer crystals (i.e., nuclei) are anisotropic entities, with neither spherical nor cylindrical geometry, in contrast to previous assumptions. In fact, cylindrical, spherical, and other high symmetry geometries…

软凝聚态物质 · 物理学 2020-01-08 Kyle Wm. Hall , Timothy W. Sirk , Simona Percec , Michael L. Klein , Wataru Shinoda

We investigate the stretching response of a thick polymer model by means of extensive stochastic simulations. The computational results are synthesized in an analytic expression that characterizes how the force versus elongation curve…

软凝聚态物质 · 物理学 2009-11-11 Ngo Minh Toan , Davide Marenduzzo , Cristian Micheletti

We introduce a class of models of semiflexible polymers. The latter are characterized by a strong rigidity, the correlation length associated to the gradient-gradient correlations, called the persistence length, being of the same order as…

概率论 · 数学 2011-08-25 Ostap Hryniv , Yvan Velenik

Structures involving solid particles of nanometric dimensions play an increasingly important role in material sciences. These structures are often characterized through the vibrational properties of their constituent particles, which can be…

统计力学 · 物理学 2009-11-07 J. P. Wittmer , A. Tanguy , J. -L. Barrat , L. Lewis

Polymers at the interface exhibit frustrated chain conformation distinct from the bulk, impacting particle dispersion and properties of polymer nanocomposites (PNCs). Utilizing bimodal molecular weight (MW) PNCs, we observed unusual chain…

软凝聚态物质 · 物理学 2025-01-14 Tae Yeon Kong , So Youn Kim

Particle shape is a critical parameter that plays an important role in self-assembly, for example, in designing targeted complex structures with desired properties. In the last decades an unprecedented range of monodisperse nanoparticle…

软凝聚态物质 · 物理学 2015-01-13 Hanumantha Rao Vutukuri , Arnout Imhof , Alfons van Blaaderen