To date, molecular modeling of cross-linking
polymers has focused on those involving single-reaction cure mechanisms,
such as epoxies and the epoxide–amine reaction. In this work,
we have developed a novel cross-linking framework that is capable
of undertaking complex cure mechanisms involving several simultaneous
reaction pathways with minimal user input. As a case study, a bismaleimide
(BMI) resin is considered herein which possesses multiple cure reactions
and reaction pathways. Using an adaptable molecular dynamics simulation
method, we highlight our framework by implementing five distinct cure
reactions of Matrimid-5292 (a BMI resin) and predicting the corresponding
thermomechanical properties. The method is used to establish the influence
of different cure reactions and extent of curing on mass density,
glass transition temperature, coefficient of thermal expansion, elastic
moduli, and thermal conductivity. The developed method is further
validated by comparison of these properties to experimentally observed
trends.
Polyether ether ketone (PEEK) is a high-performance, semi-crystalline thermoplastic that is used in a wide range of engineering applications, including some structural components of aircraft. The design of new PEEK-based materials requires a precise understanding of the multiscale structure and behavior of semi-crystalline PEEK. Molecular Dynamics (MD) modeling can efficiently predict bulk-level properties of single phase polymers, and micromechanics can be used to homogenize those phases based on the overall polymer microstructure. In this study, MD modeling was used to predict the mechanical properties of the amorphous and crystalline phases of PEEK. The hierarchical microstructure of PEEK, which combines the aforementioned phases, was modeled using a multiscale modeling approach facilitated by NASA's MSGMC. The bulk mechanical properties of semi-crystalline PEEK predicted using MD modeling and MSGMC agree well with vendor data, thus validating the multiscale modeling approach.
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