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researcher

Samuel Burbulla

5 papers hereh-index 4123 citations8 works total

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

author position
  • sole author1
  • first author2
  • middle author2

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

fields
  • math.NA4
  • cs.LG1
same name
  • Samuel Burbulla — 2 papers, h 2

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
20202023
most citedVerification benchmarks for single-phase flow in three-dimensional fractured porous media

126 citations · 147 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2023★ 3 cited

Physics-informed neural networks for transformed geometries and manifolds

Samuel Burbulla

Physics-informed neural networks (PINNs) effectively embed physical principles into machine learning, but often struggle with complex or alternating geometries. We propose a novel…

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