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researcher

P. Perdikaris

41 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 author13
  • last author27

Across the 40 of 41 papers where every author was matched, so the position is known.

fields
  • cs.LG27
  • stat.ML4
  • astro-ph.EP2
  • cs.CE1
  • cs.RO1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedPhysics-Constrained Deep Learning for High-dimensional Surrogate Modeling and Uncertainty Quantification without Labeled Data

1.1k citations · 2.3k across the 25 of their papers we have counts for

collaborators
Showing physics.bio-phShow all

1 paper · 1 filter

physics.bio-ph2019

Multiscale modeling meets machine learning: What can we learn?

Grace C. Y. Peng, Mark Alber, Adrian Buganza Tepole +9

Machine learning is increasingly recognized as a promising technology in the biological, biomedical, and behavioral sciences. There can be no argument that this technique is incred…

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