Nature Communications (Nov 2019)

Learning dynamical information from static protein and sequencing data

  • Philip Pearce,
  • Francis G. Woodhouse,
  • Aden Forrow,
  • Ashley Kelly,
  • Halim Kusumaatmaja,
  • Jörn Dunkel

DOI
https://doi.org/10.1038/s41467-019-13307-x
Journal volume & issue
Vol. 10, no. 1
pp. 1 – 8

Abstract

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Reconstructing system dynamics on complex high-dimensional energy landscapes from static experimental snapshots remains challenging. Here, the authors introduce a framework to infer the essential dynamics of physical and biological systems without need for time-dependent measurements.