High-throughput virtual screening for organic electronics : a comparative study of alternative strategies

Omar, Ömer H. and del Cueto, Marcos and Nematiaram, Tahereh and Troisi, Alessandro (2021) High-throughput virtual screening for organic electronics : a comparative study of alternative strategies. Journal of Materials Chemistry C, 9 (39). pp. 13557-13583. ISSN 2050-7526 (https://doi.org/10.1039/d1tc03256a)

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Abstract

We present a review of the field of high-throughput virtual screening for organic electronics materials focusing on the sequence of methodological choices that determine each virtual screening protocol. These choices are present in all high-throughput virtual screenings and addressing them systematically will lead to optimised workflows and improve their applicability. We consider the range of properties that can be computed and illustrate how their accuracy can be determined depending on the quality and size of the experimental datasets. The approaches to generate candidates for virtual screening are also extremely varied and their relative strengths and weaknesses are discussed. The analysis of high-throughput virtual screening is almost never limited to the identification of top candidates and often new patterns and structure–property relations are the most interesting findings of such searches. The review reveals a very dynamic field constantly adapting to match an evolving landscape of applications, methodologies and datasets.

  • Item type:Article
    ID code:84001
    Dates:
    Date
    Event
    21 October 2021
    Published
    16 September 2021
    Published Online
    13 September 2021
    Accepted
    Subjects:Science > Chemistry
    Department:Faculty of Science > Pure and Applied Chemistry
    Depositing user: Pure Administrator
    Date deposited:03 Feb 2023 16:18
    Last modified:25 Apr 2024 01:30
    URI:https://strathprints.strath.ac.uk/id/eprint/84001
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