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researcher

M. Magill

3 papers hereh-index 6191 citations19 works total

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

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • physics.comp-ph2
  • stat.ML1
same name
  • M. Magill — 1 paper, 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

activity
20182022
most citedNeural Networks Trained to Solve Differential Equations Learn General Representations

46 citations · 53 across the 3 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

physics.comp-ph2020★ 5 cited

Neural Network Solutions to Differential Equations in Non-Convex Domains: Solving the Electric Field in the Slit-Well Microfluidic Device

Martin Magill, Andrew M. Nagel, Hendrick W. de Haan

The neural network method of solving differential equations is used to approximate the electric potential and corresponding electric field in the slit-well microfluidic device. The…

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