Data-driven microseismic event localization: An application to the Oklahoma Arkoma basin hydraulic fracturing data

H Wang, T Alkhalifah, U bin Waheed… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The microseismic monitoring technique is widely applied to petroleum reservoirs to
understand the process of hydraulic fracturing. Geophones continuously record the …

Direct microseismic event location and characterization from passive seismic data using convolutional neural networks

H Wang, T Alkhalifah - Geophysics, 2021 - library.seg.org
The ample size of time-lapse data often requires significant event detection and source
location efforts, especially in areas such as shale gas exploration regions where a large …

Regularized elastic passive equivalent source inversion with full-waveform inversion: Application to a field monitoring microseismic data set

H Wang, Q Guo, T Alkhalifah, Z Wu - Geophysics, 2020 - library.seg.org
One of the key goals of microseismic processing is accurate estimation of the source
location. Using full-waveform information in passive-source data sets can potentially …

Source location using physics-informed neural networks with hard constraints

X Huang, T Alkhalifah - SEG International Exposition and Annual …, 2022 - onepetro.org
Locating subsurface seismic sources is crucial to both seismic monitoring and seismology.
The exploding reflector assumption provides a direct imaging approach for focusing energy …

Microseismic source imaging using physics-informed neural networks with hard constraints

X Huang, TA Alkhalifah - IEEE Transactions on Geoscience and …, 2024 - ieeexplore.ieee.org
Microseismic source imaging plays a significant role in passive seismic monitoring.
However, such a process is prone to failure due to aliasing when dealing with sparsely …

$\mathbf {\emph {DeFault}} $: $\mathbf {\emph {De}} $ ep-learning Based $\mathbf {\emph {Fault}} $ Delineation Using the IBDP Passive Seismic Data at the Decatur …

H Wang, Y Chen, T Alkhalifah, T Chen, Y Lin… - arXiv preprint arXiv …, 2023 - arxiv.org
The carbon capture, utilization, and storage (CCUS) framework is an essential component in
reducing greenhouse gas emissions, with its success hinging on the comprehensive …

Passive seismic full-waveform inversion with unknown onsets in an orthorhombic anisotropic medium

H Wang, T Alkhalifah - SEG International Exposition and Annual …, 2019 - onepetro.org
Full-waveform inversion (FWI) based methods are getting more attractive in passive seismic
(microseismic) monitoring studies. A high resolution knowledge of the medium in which the …

Regularized passive elastic full-waveform inversion with an unknown source

H Wang, Q Guo, T Alkhalifah, Z Wu - SEG Technical Program …, 2018 - library.seg.org
Using full waveform inversion (FWI) to locate passive sources and image microseismic
events allows for an automatic process free of picking) that utilizes the full wavefield …

Passive seismic event locating with full waveform inversion and machine learning methods

H Wang - 2021 - repository.kaust.edu.sa
One of the key goals of microseismic monitoring is the accurate estimation of the source
location. The accuracy of both P-and S-wave velocities strongly influences the estimation of …

3D Acoustic Orthorhombic Anisotropic Passive Source Inversion with Full Waveform Inversion

H Wang, T Alkhalifah - EAGE 2020 Annual Conference & Exhibition …, 2020 - earthdoc.org
Full waveform inversion (FWI) based methods are getting more attractive in passive seismic
(micro-seismic) monitoring studies. A high resolution knowledge of the medium in which the …