Perspective: Advances, challenges, and insight for predictive coarse-grained models
WG Noid - The Journal of Physical Chemistry B, 2023 - ACS Publications
By averaging over atomic details, coarse-grained (CG) models provide profound
computational and conceptual advantages for studying soft materials. In particular, bottom …
computational and conceptual advantages for studying soft materials. In particular, bottom …
The Z1+ package: Shortest multiple disconnected path for the analysis of entanglements in macromolecular systems
This paper describes and provides Z1+, the successor of the Z-and Z1-codes for topological
analyses of mono-and polydisperse entangled linear polymeric systems, in the presence or …
analyses of mono-and polydisperse entangled linear polymeric systems, in the presence or …
Integrating machine learning in the coarse-grained molecular simulation of polymers
E Ricci, N Vergadou - The Journal of Physical Chemistry B, 2023 - ACS Publications
Machine learning (ML) is having an increasing impact on the physical sciences,
engineering, and technology and its integration into molecular simulation frameworks holds …
engineering, and technology and its integration into molecular simulation frameworks holds …
Predicting natural rubber crystallinity by a novel machine learning algorithm based on molecular dynamics simulation data
Q Chen, Z Liu, Y Huang, A Hu, W Huang, L Zhang… - Langmuir, 2023 - ACS Publications
Natural rubber (NR) with excellent mechanical properties, mainly attributed to its strain-
induced crystallization (SIC), has garnered significant scientific and technological interest …
induced crystallization (SIC), has garnered significant scientific and technological interest …
Visualization of Self-Assembly and Hydration of a β-Hairpin through Integrated Small and Wide-Angle Neutron Scattering
H Laurent, MDG Hughes, M Walko… - …, 2023 - ACS Publications
Fundamental understanding of the structure and assembly of nanoscale building blocks is
crucial for the development of novel biomaterials with defined architectures and function …
crucial for the development of novel biomaterials with defined architectures and function …
Interplay between entanglement and crosslinking in determining mechanical behaviors of polymer networks
In polymer physics, the concept of entanglement refers to the topological constraints
between long polymer chains that are closely packed together. Both theory and …
between long polymer chains that are closely packed together. Both theory and …
Coarse-grained molecular dynamics modeling of polyvinyl chloride: solvent interactions, mechanical behavior, and dehydrochlorination effects
In this work, we develop and validate coarse-grained (CG) models for simulating the intrinsic
thermophysical properties of polyvinyl chloride (PVC) and dehydrochlorinated PVC …
thermophysical properties of polyvinyl chloride (PVC) and dehydrochlorinated PVC …
Molecular dynamics simulation insight into topological structure dependence of self-healing polymer nanocomposites
W Shang, G Hou, R Ren, X Li, Y Weng… - Physical Chemistry …, 2023 - pubs.rsc.org
Polymer nanocomposites (PNCs), which exhibit excellent mechanical properties through the
incorporation of fillers into polymers, have been extensively studied to achieve enhanced …
incorporation of fillers into polymers, have been extensively studied to achieve enhanced …
Interaction of Macromolecular Chain with Phospholipid Membranes in Solutions: A Dissipative Particle Dynamics Simulation Study
Y Wang, X Mou, Y Ji, F Pan, S Li - Molecules, 2023 - mdpi.com
The interaction between macromolecular chains and phospholipid membranes in aqueous
solution was investigated using dissipative particle dynamics simulations. Two cases were …
solution was investigated using dissipative particle dynamics simulations. Two cases were …
Inverse Hall–Petch effect in nanocrystalline ice predicted by machine-learned coarse-grained molecular simulations
We study the grain-size effect on mechanical behaviors of polycrystalline ice at nanoscale
through large-scale molecular dynamics simulations, enabled by an accurate and efficient …
through large-scale molecular dynamics simulations, enabled by an accurate and efficient …