Enhanced sampling of cylindrical microphase separation via a shell-averaged bond-orientational order parameter
Bumjoon Seo1, Min Young Ha, Ji Woong Yu
1School of Chemical and Biological Engineering, Institute of Chemical Processes, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul, 08826, Republic of Korea. wblee@snu.ac.kr.
Researchers developed a new order parameter to simulate the transition from disordered to hexagonal phases in block copolymers. This method accurately captures the transition pathway and metastable states in simulations.
Area of Science:
- Polymer Science
- Materials Science
- Computational Chemistry
Background:
- Asymmetric diblock copolymers exhibit order-disorder transitions (ODTs), notably forming hexagonal phases from disordered states.
- Simulating these transitions requires methods that can capture mesoscopic order.
- Existing simulation techniques may face challenges in efficiently exploring the free energy landscape of ODTs.
Purpose of the Study:
- To introduce and validate a novel shell-based bond-orientational order parameter for block copolymer simulations.
- To elucidate the free energy surface and transition pathway for the disordered-to-hexagonal phase transition.
- To demonstrate the utility of coarse-grained mesoscopic order parameters in enhancing simulation sampling.
Main Methods:
- Development of a shell-based bond-orientational order parameter sensitive to hexagonal cylinder mesophase order.
- Application of metadynamics simulations to a bond-free particle model system to map the free energy landscape.
- Validation using dissipative particle dynamics (DPD) simulations on a bulk asymmetric block copolymer melt.
Main Results:
- The introduced order parameter effectively tracks the mesoscopic ordering of the hexagonal cylinder phase.
- Metadynamics simulations successfully identified the characteristic transition pathway and metastable states.
- DPD simulations reproduced these findings, confirming the pathway and metastable states in a bulk system.
Conclusions:
- The shell-based bond-orientational order parameter is a valuable tool for studying ODTs in block copolymers.
- Coarse-grained mesoscopic order parameters enable efficient enhanced sampling strategies in particle-based simulations.
- This approach provides insights into the fundamental mechanisms governing phase transitions in copolymer systems.
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