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Related papers: Atomistic simulations of amorphous polymers in the…

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Molecular dynamics simulations are used to study the phase behavior of linear multiblock copolymers with two types of monomers, A and B, where the length of the polymer blocks $N_{A}$ and $N_{B}$ ($N_{A}=N_{B}=N$), the number of the blocks…

Soft Condensed Matter · Physics 2011-02-04 Panagiotis E. Theodorakis , Nikolaos G. Fytas

Molecular Dynamics (MD) simulation is a powerful tool for understanding the dynamics and structure of matter. Since the resolution of MD is atomic-scale, achieving long time-scale simulations with femtosecond integration is very expensive.…

Machine Learning · Computer Science 2022-04-27 Zijie Li , Kazem Meidani , Prakarsh Yadav , Amir Barati Farimani

This paper presents a molecular mechanics study for new nanorobotic structures using molecular dynamics (MD) simulations coupled to virtual reality (VR) techniques. The operator can design and characterize through molecular dynamics…

Materials Science · Physics 2007-08-13 M. Hamdi , A. Ferreira

Investigating nanoplasmonics using time-dependent approaches permits shedding light on the dynamic optical properties of plasmonic structures, which are intrinsically connected with their potential applications in photochemistry and…

Mesoscale and Nanoscale Physics · Physics 2024-06-18 Piero Lafiosca , Luca Nicoli , Silvio Pipolo , Stefano Corni , Tommaso Giovannini , Chiara Cappelli

A new pairwise hybrid machine-learning/molecular mechanics (ML/MM) potential is introduced that is conceived for application to large, heterogeneous condensed-phase systems. The PhysNet ML method describes monomers and short-range dimer…

Chemical Physics · Physics 2026-03-17 Kham Lek Chaton , Eric D. Boittier , Mike Devereux , Markus Meuwly

Controlling polymorphism in molecular crystals is crucial in the pharmaceutical, dye, and pesticide industries. However, its theoretical description is extremely challenging, due to the associated long timescales ($ > 1 \, \mu s$). We…

Chemical Physics · Physics 2023-02-09 Oren Elishav , Roy Podgaetsky , Olga Meikler , Barak Hirshberg

We use molecular dynamics simulations to study the evaporation of particle-laden droplets on a heated surface. The droplets are composed of a Lennard-Jones fluid containing rigid particles which are spherical sections of an atomic lattice,…

Soft Condensed Matter · Physics 2015-06-04 Weikang Chen , Joel Koplik , Ilona Kretzschmar

In this research, atomistic molecular dynamics simulations are combined with mesoscopic phase-field computational methods in order to investigate phase-transformation in polycrystalline Aluminum microstructure. In fact, microstructural…

Materials Science · Physics 2019-07-03 Mehrdad Yousefi

Predicting material properties of 3D printed polymer products is a challenge in additive manufacturing due to the highly localized and complex manufacturing process. The microstructure of such products is fundamentally different from the…

Soft Condensed Matter · Physics 2023-11-01 Caglar Tamur , Shaofan Li , Danielle Zeng

1. Introduction 2. Molecular dynamics simulation of amorphous carbon structures 3. Atomistic simulation of the bombardment process during the BEN phase of diamond CVD 4. Growth of amorphous silicon 5. One-dimensional hopping in disordered…

Materials Science · Physics 2007-05-23 Krisztian Kohary

Machine learning potentials have emerged as a means to enhance the accuracy of biomolecular simulations. However, their application is constrained by the significant computational cost arising from the vast number of parameters compared to…

We provided a concise and self-contained introduction to molecular dynamics (MD) simulation, which involves a body of fundamentals needed for all MD users. The associated computer code, simulating a gas of classical particles interacting…

Materials Science · Physics 2021-04-01 Ashkan Shekaari , Mahmoud Jafari

Molecular dynamics simulations use statistical mechanics at the atomistic scale to enable both the elucidation of fundamental mechanisms and the engineering of matter for desired tasks. The behavior of molecular systems at the microscale is…

Computational Physics · Physics 2020-12-25 Wujie Wang , Simon Axelrod , Rafael Gómez-Bombarelli

The mechanisms of physical and chemical interactions of low temperature plasmas with surfaces can be fruitfully explored using molecular dynamics (MD) simulations. MD simulations follow the detailed motion of sets of interacting atoms…

Computational Physics · Physics 2015-05-13 David B. Graves , Pascal Brault

We present a new reduced-order computational method for the molecular dynamics simulation of entangled polymer systems. The polymer chains are modeled as continuous Gaussian chains. Our algorithm is based on the application of the molecular…

Soft Condensed Matter · Physics 2020-09-02 Aruna Mohan , GH Fredrickson

Recent experiments with amyloid-beta (Abeta) peptide suggest that formation of toxic oligomers may be an important contribution to the onset of Alzheimer's disease. The toxicity of Abeta oligomers depends on their structure, which is…

Biological Physics · Physics 2009-11-10 B. Urbanc , L. Cruz , F. Ding , D. Sammond , S. Khare , S. V. Buldyrev , H. E. Stanley , N. V. Dokholyan

Molecular dynamics simulations are used to study the spreading of binary polymer nanodroplets in a cylindrical geometry. The polymers, described by the bead-spring model, spread on a flat surface with a surface-coupled Langevin thermostat…

Soft Condensed Matter · Physics 2007-05-23 David R. Heine , Gary S. Grest , Edmund B. Webb

Atomistic simulations of matter, especially those that leverage first-principles (ab initio) electronic structure theory, provide a microscopic view of the world, underpinning much of our understanding of chemistry and materials science.…

Chemical Physics · Physics 2025-09-08 Ilyes Batatia , Philipp Benner , Yuan Chiang , Alin M. Elena , Dávid P. Kovács , Janosh Riebesell , Xavier R. Advincula , Mark Asta , Matthew Avaylon , William J. Baldwin , Fabian Berger , Noam Bernstein , Arghya Bhowmik , Filippo Bigi , Samuel M. Blau , Vlad Cărare , Michele Ceriotti , Sanggyu Chong , James P. Darby , Sandip De , Flaviano Della Pia , Volker L. Deringer , Rokas Elijošius , Zakariya El-Machachi , Fabio Falcioni , Edvin Fako , Andrea C. Ferrari , John L. A. Gardner , Mikolaj J. Gawkowski , Annalena Genreith-Schriever , Janine George , Rhys E. A. Goodall , Jonas Grandel , Clare P. Grey , Petr Grigorev , Shuang Han , Will Handley , Hendrik H. Heenen , Kersti Hermansson , Christian Holm , Cheuk Hin Ho , Stephan Hofmann , Jad Jaafar , Konstantin S. Jakob , Hyunwook Jung , Venkat Kapil , Aaron D. Kaplan , Nima Karimitari , James R. Kermode , Panagiotis Kourtis , Namu Kroupa , Jolla Kullgren , Matthew C. Kuner , Domantas Kuryla , Guoda Liepuoniute , Chen Lin , Johannes T. Margraf , Ioan-Bogdan Magdău , Angelos Michaelides , J. Harry Moore , Aakash A. Naik , Samuel P. Niblett , Sam Walton Norwood , Niamh O'Neill , Christoph Ortner , Kristin A. Persson , Karsten Reuter , Andrew S. Rosen , Louise A. M. Rosset , Lars L. Schaaf , Christoph Schran , Benjamin X. Shi , Eric Sivonxay , Tamás K. Stenczel , Viktor Svahn , Christopher Sutton , Thomas D. Swinburne , Jules Tilly , Cas van der Oord , Santiago Vargas , Eszter Varga-Umbrich , Tejs Vegge , Martin Vondrák , Yangshuai Wang , William C. Witt , Thomas Wolf , Fabian Zills , Gábor Csányi

We use computer simulations to investigate how a catalytic reaction in a polymer sol can induce the formation of a polymer gel. To this aim we consider a solution of homopolymers in which freely-diffusing catalysts convert the originally…

Soft Condensed Matter · Physics 2017-11-10 Virginie Hugouvieux , Walter Kob

A new approach to simulating warm and hot dense matter that combines density functional theory based calculations of the electronic structure to classical molecular dynamics simulations with pair interaction potentials is presented. The new…

Plasma Physics · Physics 2015-06-22 C. E. Starrett , J. Daligault , D. Saumon