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Published on: June 8, 2022
Electron Density Transport During Chemical Reactions
Jackson Elowitt1, Nathan May2, Yihui Wei1
1Department of Chemistry, University of Utah, Salt Lake City, Utah 84106, United States.
None:
Statistical approaches are an increasingly powerful technique for characterizing changes in the electronic structure during reactions or molecular excitations. High-throughput studies in complex environments, in particular, benefit from methods that are both computationally efficient and require minimal pre- or postprocessing of electronic structure outputs. To address this need, we investigate optimal transport (OT), which compares probability distributions through a cost-minimizing transport plan. By applying OT to electron densities along a reaction coordinate and partitioning the resulting transport plan, we reveal how noncore electron density evolves during chemical processes. We demonstrate the approach on two systems: Bergman cyclization and proton transfer occurring within a water cluster. Along the intrinsic reaction coordinate of Bergman cyclization, OT yields chemically intuitive insights and complements information provided by the electron localization function. For the proton-transfer reaction, based on ab initio molecular dynamics, OT clearly identifies individual transfer events. Together, these studies demonstrate that optimal transport provides a promising new framework for investigating chemical reactivity.
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