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

28 May 2022

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

5 / 5 papers shown

Title
Joint Microseismic Event Detection and Location with a Detection Transformer Yuanyuan Yang C. Birnie T. Alkhalifah 28 1 0 16 Jul 2023
Physics reliable frugal uncertainty analysis for full waveform inversion M. Izzatullah M. Ravasi T. Alkhalifah 13 2 0 13 May 2023
Posterior sampling with CNN-based, Plug-and-Play regularization with applications to Post-Stack Seismic Inversion M. Izzatullah T. Alkhalifah J. Romero M. Corrales N. Luiken M. Ravasi 34 2 0 30 Dec 2022
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 172 1,100 0 27 Apr 2021
B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data Liu Yang Xuhui Meng George Karniadakis PINN 170 755 0 13 Mar 2020