Literature DB >> 29544270

Inverse design of multicomponent assemblies.

William D Piñeros1, Beth A Lindquist2, Ryan B Jadrich2, Thomas M Truskett2.   

Abstract

Inverse design can be a useful strategy for discovering interactions that drive particles to spontaneously self-assemble into a desired structure. Here, we extend an inverse design methodology-relative entropy optimization-to determine isotropic interactions that promote assembly of targeted multicomponent phases, and we apply this extension to design interactions for a variety of binary crystals ranging from compact triangular and square architectures to highly open structures with dodecagonal and octadecagonal motifs. We compare the resulting optimized (self- and cross) interactions for the binary assemblies to those obtained from optimization of analogous single-component systems. This comparison reveals that self-interactions act as a "primer" to position particles at approximately correct coordination shell distances, while cross interactions act as the "binder" that refines and locks the system into the desired configuration. For simpler binary targets, it is possible to successfully design self-assembling systems while restricting one of these interaction types to be a hard-core-like potential. However, optimization of both self- and cross interaction types appears necessary to design for assembly of more complex or open structures.

Year:  2018        PMID: 29544270     DOI: 10.1063/1.5021648

Source DB:  PubMed          Journal:  J Chem Phys        ISSN: 0021-9606            Impact factor:   3.488


  5 in total

1.  Equilibrium mechanisms of self-limiting assembly.

Authors:  Michael F Hagan; Gregory M Grason
Journal:  Rev Mod Phys       Date:  2021-06-11       Impact factor: 50.485

2.  Targeted sequence design within the coarse-grained polymer genome.

Authors:  Michael A Webb; Nicholas E Jackson; Phwey S Gil; Juan J de Pablo
Journal:  Sci Adv       Date:  2020-10-21       Impact factor: 14.136

3.  Using symmetry to elucidate the importance of stoichiometry in colloidal crystal assembly.

Authors:  Nathan A Mahynski; Evan Pretti; Vincent K Shen; Jeetain Mittal
Journal:  Nat Commun       Date:  2019-05-02       Impact factor: 14.919

Review 4.  Role of Entropy in Colloidal Self-Assembly.

Authors:  Brunno C Rocha; Sanjib Paul; Harish Vashisth
Journal:  Entropy (Basel)       Date:  2020-08-10       Impact factor: 2.524

5.  Inverse design of soft materials via a deep learning-based evolutionary strategy.

Authors:  Gabriele M Coli; Emanuele Boattini; Laura Filion; Marjolein Dijkstra
Journal:  Sci Adv       Date:  2022-01-19       Impact factor: 14.136

  5 in total

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