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Institute of Petroleum Geology and Geophysics

Russia

2 papers here59 citations across 2
fields
  • math.NA1
  • physics.geo-ph1
ROR 00y1dzm96OpenAlex

affiliations via OpenAlex

most citedNeural Eikonal Solver: improving accuracy of physics-informed neural networks for solving eikonal equation in case of caustics

32 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

  • A. Duchkov2 · h 14
  • F. Andersson1 · h 17
  • G. Loginov1 · h 5
  • M. Carlsson1 · h 17
  • S. Grubas1 · h 3
  • Viktor V. Nikitin1 · h 11
collaborating institutions
  • Lund UniversitySE1 paper
  • Novosibirsk State UniversityRU1 paper
Showing physics.geo-phShow all

1 paper · 1 filter

physics.geo-ph2022★ 32 cited

Neural Eikonal Solver: improving accuracy of physics-informed neural networks for solving eikonal equation in case of caustics

Serafim Grubas, Anton Duchkov, Georgy Loginov

The concept of physics-informed neural networks has become a useful tool for solving differential equations due to its flexibility. There are a few approaches using this concept to…

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