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Showing 1–2 of 2 results
Advanced filters: Author: David Duvenaud Clear advanced filters
  • Organic chemical reactions can be divided into classes that allow chemists to use the knowledge they have about optimal conditions for specific reactions in the context of other reactions of similar type. Schwaller et al. present here an efficient method based on transformer neural networks that learns a chemical space in which reactions of a similar class are grouped together.

    • Philippe Schwaller
    • Daniel Probst
    • Jean-Louis Reymond
    Research
    Nature Machine Intelligence
    Volume: 3, P: 144-152
  • A high-throughput virtual screening approach is used to select molecules with efficient, thermally activated delayed fluorescence. The good performance of several selected emitters in organic LED applications has also been confirmed experimentally.

    • Rafael Gómez-Bombarelli
    • Jorge Aguilera-Iparraguirre
    • Alán Aspuru-Guzik
    Research
    Nature Materials
    Volume: 15, P: 1120-1127