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Updated: Dec 9, 2025

Computation of Atmospheric Concentrations of Molecular Clusters from ab initio Thermochemistry
Published on: April 8, 2020
Clusters, columns, and lamellae-minimum energy configurations in core softened potentials.
Gernot J Pauschenwein1, Gerhard Kahl1
1Center for Computational Materials Science and Institut für Theoretische Physik, Technische Universität Wien, Wiedner Hauptstraße 8-10, A-1040 Wien, Austria.
Particles interacting via a square-shoulder potential self-organize into complex, low-symmetry lattices like clusters or columns. High-symmetry structures only emerge at high pressures, revealed through genetic algorithms.
Area of Science:
- Physics
- Materials Science
- Computational Chemistry
Background:
- Understanding particle self-organization is crucial for designing novel materials.
- The square-shoulder potential models interactions in various physical systems.
- Predicting equilibrium structures of interacting particles remains a challenge.
Purpose of the Study:
- To investigate the self-organization of particles interacting via a square-shoulder potential.
- To identify the range of ordered equilibrium structures formed by these particles.
- To explore the influence of pressure on structural transitions.
Main Methods:
- Utilizing genetic algorithms to efficiently search for ordered equilibrium structures.
- Employing a simple mean-field approach for theoretical analysis.
- Simulating particle interactions under varying pressure conditions.
Main Results:
- Particles self-organize into complex, low-symmetry lattices such as clusters, columns, and lamellae.
- High-symmetry, compact structures are observed exclusively at high pressures.
- A semi-quantitative understanding of structural transitions was achieved.
Conclusions:
- The square-shoulder potential can lead to diverse low-symmetry self-organized structures.
- Pressure is a key parameter controlling the symmetry and compactness of particle assemblies.
- Genetic algorithms provide a successful strategy for discovering complex equilibrium structures.
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