Artikel

Artificial Intelligence‐Driven Optimization of Gaussian Orbital Expansions via Evolutionary Computing: Applications to Confined Atoms and Molecules

13.08.2025

Von Wiley-VCH zur Verfügung gestellt

Gaussian orbital expansions are optimized using artificial intelligence-based evolutionary computing for confined atomic and molecular systems. The method enables accurate Gaussian basis sets adapted to spatial confinement and extends naturally to solvated molecules via self-consistent reaction field models. This theoretical framework enhances orbital modeling under both physical and solvent-induced constraints.


Two artificial intelligence techniques, genetic algorithms and differential evolution, are applied to generate Gaussian expansions (φ-nG) for both free and sphere-confined atomic orbitals. A program (UCA-GSS-GA) is developed to enable the efficient calculation of these expansions. The accuracy of the obtained expansions is analyzed, and they are used to significantly refine self-consistent reaction field models for solvent effects. The orbitals, atoms, and molecules analyzed include some of the simplest systems (1s, H, H2, and CH4). However, the developed program is capable of handling all types of molecules and solvents.

Verwandte Artikel

Artificial Intelligence‐Driven Optimization of Gaussian Orbital Expansions via Evolutionary Computing: Applications to Confined Atoms and Molecules
In Kürze

Artificial Intelligence‐Driven Optimization of Gaussian Orbital Expansions via Evolutionary Computing: Applications to Confined Atoms and Molecules
Ehrungen, Karriere

Artificial Intelligence‐Driven Optimization of Gaussian Orbital Expansions via Evolutionary Computing: Applications to Confined Atoms and Molecules
Aus den Fachgruppen

Artificial Intelligence‐Driven Optimization of Gaussian Orbital Expansions via Evolutionary Computing: Applications to Confined Atoms and Molecules
EuChemS Policy Workshop „PFAS”

Artificial Intelligence‐Driven Optimization of Gaussian Orbital Expansions via Evolutionary Computing: Applications to Confined Atoms and Molecules
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