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M. Takamoto

23 papers hereh-index 16996 citations49 works total

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

author position
  • sole author2
  • first author17
  • middle author3
  • last author1

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • astro-ph.HE16
  • cs.LG3
  • astro-ph.SR1
  • cs.CL1
  • cs.CV1
  • nucl-th1
same name
  • M. Takamoto — 18 papers, h 25

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
20102023
most citedPDEBENCH: An Extensive Benchmark for Scientific Machine Learning

57 citations · 476 across the 23 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023★ 2 cited

Learning Neural PDE Solvers with Parameter-Guided Channel Attention

Makoto Takamoto, Francesco Alesiani, Mathias Niepert

Scientific Machine Learning (SciML) is concerned with the development of learned emulators of physical systems governed by partial differential equations (PDE). In application doma…

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