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Fast and accurate structure probability estimation for simultaneous alignment and folding of RNAs with Markov chains.

Milad MiladiMartin RadenSebastian WillRolf Backofen
Published in: Algorithms for molecular biology : AMB (2020)
Pankov benefits from the speed-up of excluding unreliable base-pairing without compromising the loop-based free energy model of the Sankoff's algorithm. We show that Pankov outperforms its predecessors LocARNA and SPARSE in folding quality and is faster than LocARNA.
Keyphrases
  • single molecule
  • molecular dynamics simulations
  • neural network
  • machine learning
  • deep learning
  • high resolution