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researcher

Michael Penwarden

12 papers hereh-index 7402 citations17 works total

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

author position
  • first author4
  • middle author5

Across the 9 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • physics.comp-ph3
  • cs.ET1
  • eess.IV1
  • hep-lat1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedA unified scalable framework for causal sweeping strategies for Physics-Informed Neural Networks (PINNs) and their temporal decompositions

100 citations · 184 across the 9 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022★ 6 cited

Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks

Shibo Li, Michael Penwarden, Yiming Xu +4

Physics-informed neural networks (PINNs) are emerging as popular mesh-free solvers for partial differential equations (PDEs). Recent extensions decompose the domain, apply differen…

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