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Pantelis R. Vlachas

7 papers hereh-index 51.3k citations12 works total

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

author position
  • first author4
  • middle author3

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • physics.comp-ph2
  • eess.SP1
  • nlin.CD1
same name
  • Pantelis R. Vlachas — 4 papers, h 5

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedData-Driven Forecasting of High-Dimensional Chaotic Systems with Long Short-Term Memory Networks

355 citations · 583 across the 6 of their papers we have counts for

collaborators
Showing 2021 · physics.comp-phShow all

1 paper · 2 filters

physics.comp-ph2021

Accelerated Simulations of Molecular Systems through Learning of their Effective Dynamics

Pantelis R. Vlachas, Julija Zavadlav, Matej Praprotnik +1

Simulations are vital for understanding and predicting the evolution of complex molecular systems. However, despite advances in algorithms and special purpose hardware, accessing t…

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