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researcher

A. Sikorski

12 papers hereh-index 486 citations25 works total

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

author position
  • first author6
  • middle author5

Across the 11 of 12 papers where every author was matched, so the position is known.

fields
  • math.DS3
  • physics.chem-ph3
  • stat.ME3
  • math.PR2
  • cs.CG1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedLearning Koopman eigenfunctions of stochastic diffusions with optimal importance sampling and ISOKANN

4 citations · 11 across the 11 of their papers we have counts for

collaborators
Showing physics.chem-phShow all

3 papers · 1 filter

physics.chem-ph2025★ 1 cited

Revealing the Atomistic Mechanism of Rare Events in Molecular Dynamics

Jakob J. Kresse, Alexander Sikorski, Marcus Weber

Interpretable reaction coordinates are essential for understanding rare conformational transitions in molecular dynamics. The Atomistic Mechanism Of Rare Events in Molecular Dynami…

physics.chem-ph2024★ 1 cited

Capturing the Macroscopic Behaviour of Molecular Dynamics with Membership Functions

Alexander Sikorski, Robert Julian Rabben, Surahit Chewle +1

Markov processes serve as foundational models in many scientific disciplines, such as molecular dynamics, and their simulation forms a common basis for analysis. While simulations…

physics.chem-ph2023

Tensor-SqRA: Modeling the Transition Rates of Interacting Molecular Systems in terms of Potential Energies

Alexander Sikorski, Amir Niknejad, Marcus Weber +1

Estimating the rate of rare conformational changes in molecular systems is one of the goals of Molecular Dynamics simulations. In the past decades, a lot of progress has been done…

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