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    Predicting the suitability of photocatalysts for water splitting using Koopmans spectral functionals: The case of TiO2 polymorphs

    Marija Stojkovic1,*, Edward Linscott2,3, and Nicola Marzari1,2,3,†

    • *Contact author: marija.stojkovic@epfl.ch
    • †Contact author: nicola.marzari@epfl.ch

    Phys. Rev. Materials 10, 025403 – Published 12 February, 2026

    DOI: https://doi.org/10.1103/6gqw-thc1

    Abstract

    Photocatalytic water splitting has attracted considerable attention for renewable energy production. Since the first reported photocatalytic water splitting by titanium dioxide, this material remains one of the most promising photocatalysts, due to its suitable band gap and band-edge positions. However, predicting both of these properties is a challenging task for existing computational methods. Here, we show how Koopmans spectral functionals can accurately predict the band structure and level alignment of rutile, anatase, and brookite TiO2 using a computationally efficient workflow that only requires (a) a DFT calculation of the photocatalyst/vacuum interface and (b) a Koopmans spectral functional calculation of the bulk photocatalyst. The success of this approach for TiO2 suggests that this strategy could be deployed for assessing the suitability of novel photocatalyst candidates.

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