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researcher

P. Perdikaris

77 papers hereh-index 5643.3k citations138 works total

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

author position
  • middle author29
  • last author46

Across the 75 of 77 papers where every author was matched, so the position is known.

fields
  • cs.LG50
  • stat.ML5
  • astro-ph.EP3
  • cs.AI2
  • cs.CE2
  • cs.RO2

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedPhysics-Constrained Deep Learning for High-dimensional Surrogate Modeling and Uncertainty Quantification without Labeled Data

1.1k citations · 7.2k across the 70 of their papers we have counts for

collaborators
Showing 2016Show all

1 paper · 1 filter

cs.LG2016★ 326 cited

Inferring solutions of differential equations using noisy multi-fidelity data

Maziar Raissi, Paris Perdikaris, George Em. Karniadakis

For more than two centuries, solutions of differential equations have been obtained either analytically or numerically based on typically well-behaved forcing and boundary conditio…

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