Real-Space Quantification of Exciton Localization in Acene Crystals Using Wannier Function Decomposition

We introduce the Wannier function decomposition of excitons (WFDX) method to quantify exciton localization in solids within the <i>ab initio</i> Bethe-Salpeter equation framework. By decomposing each Bloch exciton wave function into products of single-particle electron and hole maximally localized Wannier functions, this real-space approach provides well-defined orbital- and spatial-resolved measures of both Frenkel and charge-transfer excitons at low computational cost. We apply WFDX to excitons in acene crystals, quantifying how the number of rings, the exciton spin state, and the center-of-mass momentum affect spatial localization. Additionally, we show how this real-space representation reflects structural nonsymmorphic symmetries that are hidden in standard reciprocal-space descriptions. We demonstrate how the WFDX framework can be used to efficiently interpolate exciton expansion coefficients in reciprocal-space and outline how it may facilitate evaluation of observables involving position operators, highlighting its potential as a general tool for both analyzing and computing excitonic properties in solids.

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Publication Details

Journal
Journal of Chemical Theory and Computation
Published
2025-12-23
DOI
https://doi.org/10.1021/acs.jctc.5c01686
Primary Topic
Machine Learning in Materials Science
Type
article
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article

Real-Space Quantification of Exciton Localization in Acene Crystals Using Wannier Function Decomposition

Jeffrey B. Neaton, Zui Tao, Jonah B. Haber
Journal of Chemical Theory and Computation
Machine Learning in Materials Science
article

Real-Space Quantification of Exciton Localization in Acene Crystals Using Wannier Function Decomposition

Jeffrey B. Neaton, Zui Tao, Jonah B. Haber
article en

Abstract

We introduce the Wannier function decomposition of excitons (WFDX) method to quantify exciton localization in solids within the <i>ab initio</i> Bethe-Salpeter equation framework. By decomposing each Bloch exciton wave function into products of single-particle electron and hole maximally localized Wannier functions, this real-space approach provides well-defined orbital- and spatial-resolved measures of both Frenkel and charge-transfer excitons at low computational cost. We apply WFDX to excitons in acene crystals, quantifying how the number of rings, the exciton spin state, and the center-of-mass momentum affect spatial localization. Additionally, we show how this real-space representation reflects structural nonsymmorphic symmetries that are hidden in standard reciprocal-space descriptions. We demonstrate how the WFDX framework can be used to efficiently interpolate exciton expansion coefficients in reciprocal-space and outline how it may facilitate evaluation of observables involving position operators, highlighting its potential as a general tool for both analyzing and computing excitonic properties in solids.

Journal of Chemical Theory and ComputationVol. 22(1)
Lawrence Berkeley National Laboratory (US), Kavli Energy NanoScience Institute (US), University of California, Berkeley (US), Stanford University (US)
Openalex Percentile: Top 48%
Machine Learning in Materials Science
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Real-Space Quantification of Exciton Localization in Acene Crystals Using Wannier Function Decomposition — Jeffrey B. Neaton, Zui Tao, et al. · Journal of Chemical Theory and Computation (2025) | TGRS Research Map | TGRS