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Updated: Jun 25, 2026

Computation of Atmospheric Concentrations of Molecular Clusters from ab initio Thermochemistry
Published on: April 8, 2020
Representation independent algorithms for molecular response calculations in time-dependent self-consistent field
Sergei Tretiak1, Christine M Isborn, Anders M N Niklasson
1Theoretical Division, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA. serg@lanl.gov
This study compares four numerical algorithms for linear scaling time-dependent Hartree-Fock and Kohn-Sham theories. The modified Lanczos and Davidson methods are most suitable for large-scale electronic excitation calculations.
Area of Science:
- Computational Chemistry
- Theoretical Physics
- Quantum Mechanics
Background:
- Time-dependent Hartree-Fock (TDHF) and Kohn-Sham (KS) theories are crucial for electronic structure calculations.
- Linear scaling algorithms are needed to handle large molecular systems.
- Efficient computation of electronic excitations is vital in various scientific fields.
Purpose of the Study:
- To evaluate four numerical algorithms for linear scaling implementation of TDHF and KS theories.
- To compare the performance of modified Lanczos, Arooldi, Davidson, and Rayleigh quotient iterative procedures.
- To identify the most suitable algorithms for large-scale electronic excitation calculations.
Main Methods:
- Implementation of four numerical algorithms: modified Lanczos, Arooldi, Davidson, and Rayleigh quotient iterative procedures.
- Solving random-phase approximation (non-Hermitian) and Tamm-Dancoff approximation (Hermitian) eigenvalue equations.
- Benchmarking using semiempirical Hamiltonian models for conjugated polymers and carbon nanotubes.
- Testing convergence and stability under simulated linear scaling conditions.
Main Results:
- The modified Lanczos and Davidson algorithms demonstrated superior performance and stability.
- Arooldi and Rayleigh quotient iterative methods showed limitations in convergence and stability for large systems.
- The study identified specific algorithms best suited for linear scaling calculations of electronic excitations.
Conclusions:
- Modified Lanczos and Davidson algorithms are recommended for efficient linear scaling calculations of electronic excitations.
- These findings facilitate large-scale computational studies in theoretical chemistry and physics.
- The research provides valuable insights for developing advanced computational methods for molecular systems.
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