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researcher

P. Jimack

4 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 author3
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CE2
  • cs.LG1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedAttention U-Net as a surrogate model for groundwater prediction

42 citations · 52 across the 3 of their papers we have counts for

collaborators
Showing math.NAShow all

1 paper · 1 filter

math.NA2020★ 9 cited

MeshingNet: A New Mesh Generation Method based on Deep Learning

Zheyan Zhang, Yongxing Wang, Peter K. Jimack +1

We introduce a novel approach to automatic unstructured mesh generation using machine learning to predict an optimal finite element mesh for a previously unseen problem. The framew…

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