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September 10, 2025Chemistry - A European Journal0 citationsOpen Access

Data‐Driven Polyoxometalate Chemistry

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AKAleksandar KondinskiNGNadiia I. GumerovaARAnnette Rompel

Key Points

  • Data-driven exploration of polyoxometalates (POMs) may enhance their applications in sustainability and nanotechnology.
  • Emerging results indicate that improved informatics can facilitate engineered POM-based materials for varied uses.
  • The study discusses challenges in designing complex POM structures, emphasizing scalable solutions through advanced digital technologies.
  • Continued progress in POM chemistry relies on integrating molecular engineering techniques and enhancing data accessibility for research.

Abstract

Abstract Polyoxometalates (POMs) are nanoscale, structurally versatile metal–oxo clusters with emerging applications in sustainability, energy, nanoelectronics, and life science technologies. Owing to their structural complexity, some all‐inorganic POMs are often perceived as serendipitous outcomes from self‐assembly processes, which poses challenges for scalable rational design. From this perspective, we therefore examine how the development of POM informatics and, more generally, data‐driven POM exploration can pave the way for the molecular engineering of new POM‐based materials targeting customized applications. In the process, we highlight recent successes in the digitalization of POM chemistry and outline which advanced technologies are necessary for progress in this promising area of research.

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Cite This Study

Kondinski et al. (2025) studied this question.

synapsesocial.com/papers/68c199da9b7b07f3a061afa5https://doi.org/10.1002/chem.202501528
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