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Muhammad Izzatullah
ORCID
Publication Activity (10 Years)
Years Active: 2022-2022
Publications (10 Years): 3
Top Topics
Neural Network Is Trained
Uncertain Information
Auto Associative
Network Architecture
Top Venues
CoRR
Mach. Learn. Sci. Technol.
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Publications
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Muhammad Izzatullah
,
Isa Eren Yildirim
,
Umair bin Waheed
,
Tariq Alkhalifah
Laplace HypoPINN: physics-informed neural network for hypocenter localization and its predictive uncertainty.
Mach. Learn. Sci. Technol.
3 (4) (2022)
Muhammad Izzatullah
,
Isa Eren Yildirim
,
Umair bin Waheed
,
Tariq Alkhalifah
Laplace HypoPINN: Physics-Informed Neural Network for hypocenter localization and its predictive uncertainty.
CoRR
(2022)
Muhammad Izzatullah
,
Tariq Alkhalifah
,
Juan Romero
,
Miguel Corrales
,
Nick Luiken
,
Matteo Ravasi
Posterior sampling with CNN-based, Plug-and-Play regularization with applications to Post-Stack Seismic Inversion.
CoRR
(2022)