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researcher

E. Haghighat

21 papers hereh-index 233.3k citations51 works total

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

author position
  • first author9
  • middle author11
  • last author1

Across the 21 of 21 papers where every author was matched, so the position is known.

fields
  • cs.LG12
  • physics.comp-ph4
  • cs.CE2
  • cs.OH1
  • math.NA1
  • physics.geo-ph1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedSciANN: A Keras/Tensorflow wrapper for scientific computations and physics-informed deep learning using artificial neural networks

428 citations · 1.6k across the 21 of their papers we have counts for

collaborators
Showing 2020 · physics.comp-phShow all

1 paper · 2 filters

physics.comp-ph2020★ 203 cited

PINNeik: Eikonal solution using physics-informed neural networks

Umair bin Waheed, Ehsan Haghighat, Tariq Alkhalifah +2

The eikonal equation is utilized across a wide spectrum of science and engineering disciplines. In seismology, it regulates seismic wave traveltimes needed for applications like so…

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