2 Works

AI3SD Video: How good are protein structure prediction methods at predicting folding pathways?

Carlos Outeiral Rubiera
Deep learning has achieved unprecedented success in predicting a proteinâs crystal structure, but whether this achievement relates to a better modelling of the folding process is an open question. In this work, we compare the dynamic pathways from six state-of-the-art protein structure prediction methods to experimental folding data. We find evidence of a weak correlation between simulated dynamics and formal kinetics; however, many of the structures of the predicted intermediates are incompatible with available hydrogen-deuterium...

AI3SD Video: Skills4Scientists - Poster & Careers Symposium - Poster Compilation

András Vekassy, Aspen Fenzl, Erhan Gulsen, Hewan Zewdu, Jamie Longio, Maximilian Hoffman, Rhyan Barrett, Rubaiyat Khondaker, Anna Catton, Hongyang Dong, Kevin Calvache, Kaylee Patel, King Wong, Louis Greenhalgh, Rebecca Jane Clements, Thomas Allam, Sarah Scripps, Gavin Man, Samuel Munday, Michael Blakey, Graeme M. Day, Chris-Kriton Skylaris, Simon J. Coles, Stephen Gow & William Brocklesby
This video forms part of the Skills4Scientists Series which has been organised as a joint venture between the Artificial Intelligence for Scientific Discovery Network+ (AI3SD) and the Physical Sciences Data-Science Service (PSDS). This series ran over summer 2021 and aims to educate and improve scientists skills in a range of areas including research data management, python, version control, ethics, and career development. This series is primarily aimed at final year undergraduates / early stage PhD...

Registration Year

  • 2021
    2

Resource Types

  • Audiovisual
    2

Affiliations

  • University of Manchester
    2
  • University of Strathclyde
    1
  • University of Cambridge
    1
  • University of Warwick
    1
  • University of Nottingham
    1
  • University of Edinburgh
    1
  • University of Southampton
    1
  • University of Leeds
    1
  • Queen Mary University of London
    1
  • University College London
    1