1. Stochastically Realized Observables for Excitonic Molecular Aggregates
- Author
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Arundhati Deshmukh, Daniel Neuhauser, Justin R. Caram, Roi Baer, Chern Chuang, Eran Rabani, and Nadine C. Bradbury
- Subjects
Absorption spectroscopy ,Diagonalizable matrix ,physics.chem-ph ,FOS: Physical sciences ,Scale (descriptive set theory) ,02 engineering and technology ,010402 general chemistry ,01 natural sciences ,Atomic ,Physical Chemistry ,Micrometre ,symbols.namesake ,Particle and Plasma Physics ,Theoretical and Computational Chemistry ,Physics - Chemical Physics ,Molecule ,Nuclear ,Statistical physics ,Physical and Theoretical Chemistry ,Chemical Physics (physics.chem-ph) ,Chemistry ,Molecular ,Observable ,Computational Physics (physics.comp-ph) ,021001 nanoscience & nanotechnology ,0104 chemical sciences ,physics.comp-ph ,Density of states ,symbols ,0210 nano-technology ,Hamiltonian (quantum mechanics) ,Physics - Computational Physics ,Physical Chemistry (incl. Structural) - Abstract
We show that a stochastic approach enables calculations of the optical properties of large 2-dimensional and nanotubular excitonic molecular aggregates. Previous studies of such systems relied on numerically diagonalizing the dense and disordered Frenkel Hamiltonian, which scales approximately as $\mathcal{O}(N^3)$ for $N$ dye molecules. Our approach scales much more efficiently as $\mathcal{O}(N\log(N))$, enabling quick study of systems with a million of coupled molecules on the micron size scale. We calculate several important experimental observable including the optical absorption spectrum and density of states, and develop a stochastic formalism for the participation ratio. Quantitative agreement with traditional matrix diagonalization methods is demonstrated for both small- and intermediate-size systems. The stochastic methodology enables the study of the effects of spatial-correlation in site energies on the optical signatures of large 2D aggregates. Our results demonstrate that stochastic methods present a path forward for screening structural parameters and validating experiments and theoretical predictions in large excitonic aggregates., Comment: 11 pages, 7 figures, as submitted to JPC
- Published
- 2020