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Updated: Jan 17, 2026

Origami Inspired Self-assembly of Patterned and Reconfigurable Particles
Published on: February 4, 2013
Continuous-time multifarious systems. I. Equilibrium multifarious self-assembly
Jakob Metson1, Saeed Osat1, Ramin Golestanian1,2
1Max Planck Institute for Dynamics and Self-Organization (MPI-DS), 37077 Göttingen, Germany.
Continuous-time simulations reveal a smaller parameter space for reliable multifarious self-assembly compared to discrete-time methods. This approach better identifies structural instabilities in large systems, enhancing understanding of component usage in biological self-assembly.
Area of Science:
- Biophysics
- Computational Biology
- Systems Chemistry
Background:
- Multifarious assembly models explore efficient component usage in biological self-assembly.
- These models involve high-dimensional parameter spaces, with reliable self-assembly confined to specific regions.
Purpose of the Study:
- To investigate multifarious self-assembly using continuous-time Gillespie simulations.
- To compare the reliability of self-assembly prediction between continuous-time and discrete-time simulation methods.
- To analyze the stability of assembled structures against chimera formation.
Main Methods:
- Continuous-time Gillespie simulation.
- Discrete-time Monte Carlo simulation.
- Analysis of structural stability and chimera formation.
- Development of physical arguments for parameter space boundary prediction.
Main Results:
- Continuous-time simulations identified a smaller parameter space for reliable multifarious self-assembly than discrete-time simulations.
- Continuous-time simulations effectively expose structural instabilities in large systems.
- Discrete-time simulations are slower in revealing these instabilities, especially for larger system sizes.
- Good agreement was found between continuous- and discrete-time simulations in the remaining state space.
Conclusions:
- Continuous-time simulations offer a more sensitive method for studying multifarious self-assembly and its stability.
- The findings enhance the understanding of parameter space boundaries and component usage in self-assembly systems.
- This work provides a more robust framework for predicting reliable self-assembly.
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