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Stochastic Real-Time Second-Order Green's Function Theory for Neutral Excitations in Molecules and Nanostructures
Leopoldo Mejía1,2, Jia Yin3, David R Reichman4
1Department of Chemistry, University of California, Berkeley, California 94720, United States.
We developed a fast Green's function method to calculate molecular excited states. This approach accurately models electronic dynamics and excitation energies in extended systems.
Area of Science:
- Computational Chemistry
- Quantum Mechanics
- Materials Science
Background:
- Calculating excited states in molecules and nanostructures is crucial for understanding their properties.
- Existing methods often face computational limitations for large systems.
Purpose of the Study:
- To present a novel real-time second-order Green's function (GF) method for computing excited states.
- To achieve efficient computational scaling for complex systems.
Main Methods:
- Utilized a stochastic resolution of the identity to decouple electron repulsion integrals, achieving O(Ne^3) scaling.
- Employed dynamic mode decomposition for improved time propagation and spectral resolution.
- Assessed the method's accuracy and efficiency using hydrogen dimer chains.
Main Results:
- The stochastic GF method accurately reproduced deterministic results for electronic dynamics and excitation energies.
- Demonstrated efficient computation for extended systems with varying boundary conditions.
- Provided a detailed analysis of statistical errors, bias, and extrapolation.
Conclusions:
- The developed real-time second-order GF method offers an efficient computational route for investigating excited states.
- This approach is suitable for studying extended molecular and nanostructure systems.
- The method shows high accuracy comparable to deterministic calculations.
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