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researcher

P. Jimack

15 papers hereh-index 302.9k citations209 works total

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

author position
  • middle author10
  • last author4

Across the 14 of 15 papers where every author was matched, so the position is known.

fields
  • cs.CE5
  • cs.LG3
  • math.NA3
  • physics.flu-dyn3
  • math-ph1
same name
  • P. Jimack — 1 paper, h 4

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
20142026
most citedThree dimensional thermal-solute phase field simulation of binary alloy solidification

45 citations · 167 across the 14 of their papers we have counts for

collaborators
Showing 2026 · physics.flu-dynShow all

1 paper · 2 filters

physics.flu-dyn2026

Hard Constraint Projection in a Physics Informed Neural Network

Miranda J. S. Horne, Peter K. Jimack, Amirul Khan +1

In this work, we embed hard constraints in a physics informed neural network (PINN) which predicts solutions to the 2D incompressible Navier Stokes equations. We extend the hard co…

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