Search Results for author: Isa Eren Yildirim

Found 1 papers, 0 papers with code

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

no code implementations28 May 2022 Muhammad Izzatullah, Isa Eren Yildirim, Umair bin Waheed, Tariq Alkhalifah

This work focuses on predicting the hypocenter locations using HypoPINN and investigates the propagation of uncertainties from the random realizations of HypoPINN's weights and biases using the Laplace approximation.

Computational Efficiency

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