Abstract
Polymer and chemically modified biopolymer systems present unique challenges to traditional molecular simulation preparation workflows. First, typical polymer and biomolecular input formats, such as protein data bank (PDB) files, lack adequate chem- ical information needed for the parameterization of new chemistries. Second, polymers are typically too large for accurate partial charge generation methods. In this work, we employed direct chemical perception through the Open Force Field toolkit to create a flexible polymer simulation workflow for organic polymers, encompassing everything from biopolymers to soft materials. We propose and test a new input specification for monomer information that can, along with a 3D conformational geometry, param- eterize and simulate most soft material systems within the same workflow used for smaller ligands. The monomer format encompasses a subset of the SMIRKS substructure query language to uniquely identify chemical information and repeating charges in under-specified systems through matching atomic connectivity. This workflow is combined with several different approaches for automatic partial charge generation for larger systems. As an initial proof-of-concept, a variety of diverse polymeric systems were parameterized with the Open Force Field toolkit, including functionalized proteins, DNA, homopolymers, cross-linked systems, and sugars. Additionally, shape properties and radial distribution functions were computed from molecular dynamics simulations of PEG, PNIPAAm, and PAAm homopolymers in aqueous solution and compared to previous simulation results in order to demonstrate a start-to-finish work- flow for simulation and property prediction. We expect that these tools will greatly expedite the day-to-day computational research of soft matter simulations and create a robust atomic-scale polymer specification in conjunction with existing polymer structural notations.
Supplementary materials
Title
Supporting information
Description
Additional graphical data supporting the experiments done in the paper.
Actions
Supplementary weblinks
Title
Examples of parameterization of polymers in the OpenFF toolkit
Description
A number of examples of parameterization of polymers in the OpenFF toolkit, as described in the paper.
Actions
View Title
Polymerist
Description
Polymer workflow tools used for building and running the simulations described in the paper.
Actions
View