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Systematic Coarse Graining of a High-Performance Polyimide
An important high‐temperature polyimide, namely HFPE‐30, has been coarse grained to three different levels of detail. It has been shown that while it is possible to successfully calibrate bonded and non‐bonded forcefields and attain realistic densities with all levels of coarse graining, reproducing...
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Published in: | Macromolecular theory and simulations 2015-09, Vol.24 (5), p.513-520 |
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Main Authors: | , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
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Summary: | An important high‐temperature polyimide, namely HFPE‐30, has been coarse grained to three different levels of detail. It has been shown that while it is possible to successfully calibrate bonded and non‐bonded forcefields and attain realistic densities with all levels of coarse graining, reproducing chain structures and dynamic properties requires an adequate level of atomistic detail to be retained. A model that coarse grains the HFPE‐30 molecule into eight beads, approximates both chain structure and dynamic properties well. Alternately, the unrealistically fast dynamics in coarse‐grained models can be slowed down by increasing the thermal coupling constant by a scaling factor that is estimated by comparing mean square displacements in detailed atomistic and coarse‐grained simulations. In general, stress‐strain responses of coarse‐grained systems do not match those of the detailed atomic systems except when the coarse graining involves eight beads. In cases where lesser number of beads are used, slowing the dynamics down by the estimated scaling factor takes the stress‐strain response of the coarse‐grained system close to that of the detailed atomistic one.
The figure shows three mapping schemes of molecular fragments in the backbone of the commercial polyimide HFPE‐30. A coarse‐grained representation with large number of beads is necessary to predict static and configurational properties. However, with smaller number of beads and an appropriate amount of friction on the beads, we are able to predict glass transition temperature and stress–strain response. |
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ISSN: | 1022-1344 1521-3919 |
DOI: | 10.1002/mats.201500009 |