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Engineering biology

SynbioComputationalNetworks
  • A Generative Neural Network for Maximizing Fitness and Diversity of Synthetic DNA and Protein Sequences

    • cell.com/cell-syst...0)30192-7
  • Predicting Evolutionary Constraints by Identifying Conflicting Demands in Regulatory Networks

  • Deep learning at base-resolution reveals cis-regulatory motif syntax

  • Biophysical models of cis-regulation as interpretable neural networks

  • Accurate differential analysis of transcription factor activity from gene expression

  • Deep learning for inferring gene relationships from single-cell expression data

  • Network analysis of promoter interactions reveals the hierarchical differences in genome organisation between human pluripotent states

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