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Hythem Sidky

5 papers hereh-index 171.1k citations61 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author1

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • cond-mat.soft1
  • physics.bio-ph1
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

most citedNonlinear Discovery of Slow Molecular Modes using State-Free Reversible VAMPnets

171 citations · 177 across the 3 of their papers we have counts for

collaborators
Showing physics.bio-phShow all

1 paper · 1 filter

physics.bio-ph2019★ 6 cited

High-resolution Markov state models for the dynamics of Trp-cage miniprotein constructed over slow folding modes identified by state-free reversible VAMPnets

Hythem Sidky, Wei Chen, Andrew L. Ferguson

State-free reversible VAMPnets (SRVs) are a neural network-based framework capable of learning the leading eigenfunctions of the transfer operator of a dynamical system from trajec…

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