Posterior sampling with CNN-based, Plug-and-Play regularization with applications to Post-Stack Seismic Inversion. - Muhammad Izzatullah; Tariq Alkhalifah; Juan Romero; Miguel Corrales; Nick Luiken; Matteo Ravasi (CoRR, 2022)

Laplace HypoPINN: physics-informed neural network for hypocenter localization and its predictive uncertainty. - Muhammad Izzatullah; Isa Eren Yildirim; Umair bin Waheed; Tariq Alkhalifah (Mach. Learn. Sci. Technol., 2022)