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Inverse design of multicomponent assemblies.

William D Piñeros1, Beth A Lindquist2, Ryan B Jadrich2

  • 1Department of Chemistry, University of Texas at Austin, Austin, Texas 78712, USA.

The Journal of Chemical Physics
|March 17, 2018
PubMed
Summary
This summary is machine-generated.

Scientists used inverse design to create specific particle self-assembly structures. Optimized interactions guide particles into desired crystal formations, with self-interactions positioning and cross-interactions refining the final structure.

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Area of Science:

  • Materials Science
  • Computational Chemistry
  • Statistical Physics

Background:

  • Self-assembly is a fundamental process in nature and materials science.
  • Inverse design offers a powerful approach to engineer materials with desired properties.
  • Controlling multicomponent self-assembly into specific crystal structures remains a challenge.

Purpose of the Study:

  • To extend relative entropy optimization for designing isotropic interactions in multicomponent systems.
  • To achieve targeted self-assembly of binary crystals with diverse architectures.
  • To elucidate the distinct roles of self- and cross-interactions in directed assembly.

Main Methods:

  • Utilized relative entropy optimization, an inverse design methodology.
  • Applied the method to design interactions for binary crystals, including compact and open structures.
  • Compared optimized interactions for binary systems with those from single-component systems.

Main Results:

  • Successfully designed isotropic interactions for various binary crystal structures.
  • Identified self-interactions as crucial for initial particle positioning (priming).
  • Identified cross-interactions as essential for refining and stabilizing the final structure (binding).
  • Demonstrated that optimizing both self- and cross-interactions is necessary for complex structures.

Conclusions:

  • Relative entropy optimization is effective for designing multicomponent self-assembly.
  • A clear distinction exists between the roles of self- and cross-interactions.
  • Designing complex or open crystal structures necessitates optimization of both interaction types.