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Roland Tóth

5 papers hereh-index 316 citations5 works total

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

author position
  • middle author4
  • last author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • eess.SY3
  • cs.LG1
  • math.OC1
same name
  • Roland Tóth — 8 papers
  • Roland Tóth — 6 papers
  • Roland Tóth — 6 papers, h 0
  • Roland Tóth — 6 papers, h 2
  • Roland Tóth — 5 papers, h 3
  • Roland Tóth — 3 papers, h 1

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

most citedPort-Hamiltonian Neural Networks with Output Error Noise Models

1 citations · 1 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025★ 1 cited

Port-Hamiltonian Neural Networks with Output Error Noise Models

Sarvin Moradi, Gerben I. Beintema, Nick Jaensson +2

Hamiltonian neural networks (HNNs) represent a promising class of physics-informed deep learning methods that utilize Hamiltonian theory as foundational knowledge within neural net…

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