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Automatic Selection of Active Orbitals from Generalized Valence Bond Orbitals
Jingxiang Zou1, Ke Niu1, Haibo Ma1
1Key Laboratory of Mesoscopic Chemistry of MOE, School of Chemistry and Chemical Engineering, Institute of Theoretical and Computational Chemistry, Nanjing University, Nanjing 210023, China.
This study introduces an automated method for selecting active orbitals in multireference (MR) calculations, overcoming the limitations of trial-and-error approaches for strongly correlated systems. This advance simplifies and improves the accuracy of large-scale electronic structure calculations.
Area of Science:
- Quantum Chemistry
- Computational Chemistry
- Materials Science
Background:
- Accurate multireference (MR) calculations for strongly correlated systems require precise selection of active orbitals.
- Current trial-and-error methods for active orbital selection are often tedious, unreliable, and a bottleneck for large systems.
Purpose of the Study:
- To develop an automated, reliable method for selecting active orbitals in MR calculations.
- To improve the efficiency and accuracy of constructing active spaces for large-scale electronic structure computations.
Main Methods:
- Proposed an automated active orbital selection based on natural orbital occupation numbers.
- Utilized black-box generalized valence bond (GVB) calculations for orbital selection.
- Tested the method on various systems including diatomic molecules, conjugated molecules, and transition-metal complexes.
Main Results:
- The automated method successfully identified high-quality initial active orbitals.
- Results were validated against complete active space self-consistent field (CASSCF) and density matrix renormalization group (DMRG)-CASSCF references.
- The proposed method demonstrated accuracy comparable to or exceeding other inexpensive strategies.
Conclusions:
- The automated active orbital selection method significantly benefits large active space ground-state MR calculations.
- This approach is expected to facilitate large-scale computations, such as those using DMRG.
- The method provides a robust and efficient alternative to manual active space construction.
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