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researcher

Alexander Haluszczynski

7 papers hereh-index 7202 citations12 works total

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

author position
  • first author5
  • middle author2

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

fields
  • cs.LG2
  • physics.data-an2
  • q-fin.ST2
  • nlin.CD1

identity via Semantic Scholar / OpenAlex

activity
20172024
most citedGood and bad predictions: Assessing and improving the replication of chaotic attractors by means of reservoir computing

81 citations · 139 across the 7 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

physics.data-an2020★ 25 cited

Reducing network size and improving prediction stability of reservoir computing

Alexander Haluszczynski, Jonas Aumeier, Joschka Herteux +1

Reservoir computing is a very promising approach for the prediction of complex nonlinear dynamical systems. Besides capturing the exact short-term trajectories of nonlinear systems…

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