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M. Izzatullah

4 papers hereh-index 6137 citations20 works total

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

author position
  • first author4

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

fields
  • cs.LG1
  • physics.comp-ph1
  • physics.geo-ph1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedLaplace HypoPINN: Physics-Informed Neural Network for hypocenter localization and its predictive uncertainty

24 citations · 33 across the 4 of their papers we have counts for

collaborators
Showing physics.geo-phShow all

1 paper · 1 filter

physics.geo-ph2023★ 2 cited

Physics reliable frugal uncertainty analysis for full waveform inversion

Muhammad Izzatullah, Matteo Ravasi, Tariq Alkhalifah

Full waveform inversion (FWI) enables us to obtain high-resolution velocity models of the subsurface. However, estimating the associated uncertainties in the process is not trivial…

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