Derived Coarse-Grained Potentials for Semicrystalline Polymers with a Blended Multistate Iterative Boltzmann
1School for Engineering of Matter, Transport, and Energy, Arizona State University, Tempe, Arizona 85287, United States.
This study introduces a new method for creating accurate polymer models. The multistate iterative Boltzmann inversion (MS-IBI) method improves simulations of amorphous and crystalline polymer structures and dynamics.
Area of Science:
- Polymer Science
- Computational Chemistry
- Materials Science
Background:
- Semicrystalline polymers exhibit both amorphous and crystalline phases, posing challenges for accurate molecular modeling.
- Simulating the dynamics of the α-relaxation process requires precise representation of both phases.
Purpose of the Study:
- To develop accurate coarse-grained potentials for semicrystalline polymers using the multistate iterative Boltzmann inversion (MS-IBI) method.
- To achieve tunable control over the dynamics of the α-relaxation process.
- To investigate the impact of phase weighting on structural and dynamic accuracy.
Main Methods:
- Employed the multistate iterative Boltzmann inversion (MS-IBI) method.
- Developed a family of potentials for polyethylene by blending phase-specific potentials.
- Varied the weighting factor for the crystalline phase from 0 to 1.
Main Results:
- Optimal structural distribution accuracy was achieved with a 50% crystalline phase weight.
- A 90% crystalline phase weight yielded more accurate α-relaxation dynamics, including realistic activation energies and diffusion rates.
- High crystalline phase weighting had a minor impact on structural accuracy.
Conclusions:
- The MS-IBI method allows for accurate representation of both amorphous and crystalline phases in semicrystalline polymers.
- A balance between structural accuracy and dynamic representation can be achieved by tuning the phase weighting factor.
- This approach offers improved predictive capabilities for polymer behavior.
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