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Pantelis R. Vlachas

4 papers hereh-index 5293 citations9 works total

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

author position
  • first author2
  • middle author2

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

fields
  • cs.LG2
  • physics.comp-ph2
same name
  • Pantelis R. Vlachas — 7 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
20202024
most citedAdaptive learning of effective dynamics: Adaptive real-time, online modeling for complex systems

4 citations · 4 across the 3 of their papers we have counts for

collaborators
Showing physics.comp-phShow all

2 papers · 1 filter

physics.comp-ph2023★ 4 cited

Adaptive learning of effective dynamics: Adaptive real-time, online modeling for complex systems

Ivica Kičić, Pantelis R. Vlachas, Georgios Arampatzis +3

Predictive simulations are essential for applications ranging from weather forecasting to material design. The veracity of these simulations hinges on their capacity to capture the…

physics.comp-ph2020

Multiscale Simulations of Complex Systems by Learning their Effective Dynamics

Pantelis R. Vlachas, Georgios Arampatzis, Caroline Uhler +1

Predictive simulations of complex systems are essential for applications ranging from weather forecasting to drug design. The veracity of these predictions hinges on their capacity…

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