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Polymer informatics: Current status and critical next steps
Artificial intelligence (AI) based approaches are beginning to impact several domains of
human life, science and technology. Polymer informatics is one such domain where AI and …
human life, science and technology. Polymer informatics is one such domain where AI and …
Multiscale mechanics and molecular dynamics simulations of the durability of fiber-reinforced polymer composites
K Lin, Z Wang - Communications Materials, 2023 - nature.com
Fiber-reinforced polymer (FRP) composites have gained widespread applications in many
engineering fields, making it imperative to study long-term performance under service …
engineering fields, making it imperative to study long-term performance under service …
Polymer Adhesion: Seeking New Solutions for an Old Problem#
Polymer adhesion is ubiquitous in both the natural world and human technology. It is also a
complex multiscale phenomenon, such that the solution of adhesion problems requires a …
complex multiscale phenomenon, such that the solution of adhesion problems requires a …
Atomistic scale analysis of the carbonization process for C/H/O/N-based polymers with the ReaxFF reactive force field
During the carbonization process of raw polymer precursors, graphitic structures can evolve.
The presence of these graphitic structures affects mechanical properties of the carbonized …
The presence of these graphitic structures affects mechanical properties of the carbonized …
ReaxFF molecular dynamics simulations of thermal reactivity of various fuels in pyrolysis and combustion
X Li, M Zheng, C Ren, L Guo - Energy & Fuels, 2021 - ACS Publications
The methodology development and applications of ReaxFF molecular dynamics (ReaxFF
MD) in unraveling the complex reactions and kinetics for pyrolysis and oxidation of organic …
MD) in unraveling the complex reactions and kinetics for pyrolysis and oxidation of organic …
Carbon‐based Flame Retardants for Polymers: A Bottom‐up Review
This state‐of‐the‐art review is geared toward elucidating the molecular understanding of the
carbon‐based flame‐retardant mechanisms for polymers via holistic characterization …
carbon‐based flame‐retardant mechanisms for polymers via holistic characterization …
Molecular insight into pyrolysis processes via reactive force field molecular dynamics: A state-of-the-art review
G Li, F Zheng, Q Huang, J Wang, B Niu, Y Zhang… - Journal of Analytical and …, 2022 - Elsevier
Molecular simulations based on reactive force-fields (ReaxFF) have been applied as a
powerful tool for exploring the pyrolysis process of complex carbonaceous materials. It can …
powerful tool for exploring the pyrolysis process of complex carbonaceous materials. It can …
Molecular dynamics modeling of epoxy resins using the reactive interface force field
Predictive computational modeling of polymer materials is necessary for the efficient design
of composite materials and the corresponding processing methods. Molecular dynamics …
of composite materials and the corresponding processing methods. Molecular dynamics …
ReaxFF simulations of laser-induced graphene (LIG) formation for multifunctional polymer nanocomposites
A Vashisth, M Kowalik, JC Gerringer… - ACS Applied Nano …, 2020 - ACS Publications
Irradiation of polymer films by a CO2 infrared laser under ambient conditions converts the
polymer into porous graphene or laser-induced graphene (LIG). Here, we simulate the …
polymer into porous graphene or laser-induced graphene (LIG). Here, we simulate the …
Molecular simulations to elucidate transport phenomena in polymeric membranes
Despite decades of dominance in separation technology, progress in the design and
development of high-performance polymer-based membranes has been incremental …
development of high-performance polymer-based membranes has been incremental …