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researcher

Andreas Mardt

6 papers hereh-index 7996 citations13 works total

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

author position
  • first author3
  • middle author3

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • cs.CV1
  • math.DS1
  • physics.comp-ph1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedVAMPnets: Deep learning of molecular kinetics

518 citations · 598 across the 6 of their papers we have counts for

collaborators
Showing 2017 · stat.MLShow all

1 paper · 2 filters

stat.ML2017★ 518 cited

VAMPnets: Deep learning of molecular kinetics

Andreas Mardt, Luca Pasquali, Hao Wu +1

There is an increasing demand for computing the relevant structures, equilibria and long-timescale kinetics of biomolecular processes, such as protein-drug binding, from high-throu…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.