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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 stat.MLShow all

1 paper · 1 filter

stat.ML2022★ 6 cited

Posterior sampling with CNN-based, Plug-and-Play regularization with applications to Post-Stack Seismic Inversion

Muhammad Izzatullah, Tariq Alkhalifah, Juan Romero +3

Uncertainty quantification is crucial to inverse problems, as it could provide decision-makers with valuable information about the inversion results. For example, seismic inversion…

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