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Zofia Trstanova

9 papers hereh-index 7284 citations12 works total

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

author position
  • first author4
  • middle author3
  • last author2

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cond-mat.stat-mech3
  • cs.CL1
  • math.DS1
  • math.ST1
  • physics.comp-ph1
  • physics.data-an1

identity via Semantic Scholar / OpenAlex

activity
20162022
most citedMachine learning force fields and coarse-grained variables in molecular dynamics: application to materials and biological systems

230 citations · 298 across the 8 of their papers we have counts for

collaborators
Showing 2016Show all

3 papers · 1 filter

cond-mat.stat-mech2016★ 14 cited

Langevin dynamics with general kinetic energies

Gabriel Stoltz, Zofia Trstanova

We study Langevin dynamics with a kinetic energy different from the standard, quadratic one in order to accelerate the sampling of Boltzmann-Gibbs distributions. In particular, thi…

cond-mat.stat-mech2016★ 6 cited

Estimating the speed-up of Adaptively Restrained Langevin Dynamics

Zofia Trstanova, Stephane Redon

We consider Adaptively Restrained Langevin dynamics, in which the kinetic energy function vanishes for small velocities. Properly parameterized, this dynamics makes it possible to…

cond-mat.stat-mech2016★ 17 cited

Error Analysis of Modified Langevin Dynamics

Stephane Redon, Gabriel Stoltz, Zofia Trstanova

We consider Langevin dynamics associated with a modified kinetic energy vanishing for small momenta. This allows us to freeze slow particles, and hence avoid the re-computation of…

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