CG-BigSMILES: Line Notation for Coarse-Grained Models of Polymers
The stochastic nature of polymers poses a challenge for developing machine-readable molecular representations, especially for coarse-grained computational models of materials. BigSMILES, a line notation that represents stochastic graphs, addresses this issue for atomistically resolved structures. Here, BigSMILES is extended to accommodate nonatomic particles, enabling it to represent coarse-grained models of polymers in a manner directly analogous to atomic structures. A new syntax, called coarse-grained BigSMILES (CG-BigSMILES), combines a layer-based annotation with linking to force field files to capture both chemical structures and interacting potentials, providing a complete description of coarse-grained models. The syntax allows optional definition of the mapping between the molecular structure and the coarse-grained “beads”, for both polymers and small molecules, in single- and multicomponent systems. CG-BigSMILES serves as a robust representation that allows researchers to unambiguously index coarse-grained systems in a manner analogous to that of atomistically resolved ones, enabling both types of systems to be integrated in single data structures and associated databases.
Authors
- Weizhong Zou (ORCID: https://orcid.org/0000-0002-8369-9229)
- Bruno S. Leão (ORCID: https://orcid.org/0000-0002-3028-4089)
- Nathan Rebello (ORCID: https://orcid.org/0000-0002-0178-7701)
- Luís Fernando Mercier Franco (ORCID: https://orcid.org/0000-0002-9334-9660)
- Bradley D. Olsen (ORCID: https://orcid.org/0000-0002-7272-7140)
- Michael Rubinstein
Institutions
- Duke University (US)
- Universidade Estadual de Campinas (UNICAMP) (BR)
- University of South Florida (US)
- Centre for Biomedical Engineering and Physics (SE)
- Department of Physics, Mathematics and Informatics (BY)
- Division of Materials Science and Engineering (AU)
- Massachusetts Institute of Technology (US)
Publication Details
- Journal
- Macromolecules
- Published
- 2025-08-27
- DOI
- https://doi.org/10.1021/acs.macromol.5c00516
- Citations
- 2
- Primary Topic
- Advanced Polymer Synthesis and Characterization
- Type
- article
- Field-Weighted Citation Impact
- 1.87
Funders
- Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
- Division of Chemistry