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Exploring Chemical Space with Alchemical Derivatives: BN-Simultaneous Substitution Patterns in C60
Robert Balawender1, Michał Lesiuk2, Frank De Proft3
1Institute of Physical Chemistry, Polish Academy of Sciences , Kasprzaka 44/52, 01-224 Warsaw, Poland.
Alchemical derivatives efficiently explore chemical space by calculating energies of molecular transmutants. This study applies this to large systems, revealing optimal BN substitution strategies for fullerenes and graphene.
Area of Science:
- Computational Chemistry
- Theoretical Chemistry
- Materials Science
Background:
- Alchemical derivatives offer a cost-effective method for exploring chemical space.
- Conceptual DFT response functions enable energy estimations for molecular transmutants.
Purpose of the Study:
- To exploit computational advantages of alchemical derivatives in larger, 3D systems.
- To explore the complete Boron-Nitrogen (BN) substitution pattern in C60 derivatives.
- To compare successive and simultaneous substitution strategies.
Main Methods:
- Utilized alchemical derivatives and Conceptual DFT response functions.
- Performed a single reference calculation on C60 to explore BN substitution.
- Investigated both successive and simultaneous substitution approaches.
Main Results:
- Alchemical derivatives successfully applied to large 3D systems like C60.
- Successive and simultaneous substitution strategies yield identical results up to 13 substitutions.
- Simultaneous substitution is necessary for higher substitution levels, enabled by the algorithm's cost-efficiency.
Conclusions:
- The alchemical derivative method is efficient for exploring BN substitution patterns in fullerenes and graphene.
- The study provides chemical insight into gradual substitution and isomer energies.
- This approach significantly enhances the exploration of chemical space.
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