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researcher

Martin Sípka

6 papers hereh-index 5114 citations10 works total

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

author position
  • first author2
  • middle author3
  • last author1

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci1
  • cond-mat.stat-mech1
  • cs.LG1
  • math-ph1
  • physics.chem-ph1
  • physics.data-an1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedA reactive neural network framework for water-loaded acidic zeolites

44 citations · 50 across the 5 of their papers we have counts for

collaborators
Showing math-phShow all

1 paper · 1 filter

math-ph2023

Direct Poisson neural networks: Learning non-symplectic mechanical systems

Martin Šípka, Michal Pavelka, Oğul Esen +1

In this paper, we present neural networks learning mechanical systems that are both symplectic (for instance particle mechanics) and non-symplectic (for instance rotating rigid bod…

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