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A
Aria Abubakar
slb, houston, tx, usa
45
H-index
444
Paper Count
7.8K
Citation Count
0
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Published Papers
63
Publication Date
Publication Date
Impact Factor
Citations
A Physics-Guided Deep Learning Workflow for Partial-Stack Seismic Inversion
GEOPHYSICAL PROSPECTING
IF
1.8
2025-11-04
0
PRE
AI
Di, Haibin; Hu, Wenyi; Abubakar, Aria
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A convolutional neural network-accelerated workflow for stochastic seismic property estimation
GEOPHYSICS
IF
3.2
2025-01-24
1
PRE
AI
Di, Haibin; Abubakar, Aria
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Deep Learning-Driven Subsurface Characterization for Affordable CO<sub>2</sub> and Reservoir Monitoring
IEEE Transactions on Geoscience and Remote Sensing
IF
8.6
2025-01-01
0
PRE
AI
Son Phan; Wenyi Hu; Aria Abubakar
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Evaluating machine learning-predicted subsurface properties via seismic data reconstruction
GEOPHYSICS
IF
3.2
2024-09-23
0
PRE
AI
Zhao, Tao; Di, Haibin; Abubakar, Aria
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Study on Microwave Thorax Imaging for Human Respiration Monitoring
IEEE JOURNAL OF ELECTROMAGNETICS RF AND MICROWAVES IN MEDICINE AND BIOLOGY
IF
3.2
2024-06-01
2
PRE
AI
Zhang, Haolin; Zhang, Tong; Li, Maokun; Yang, Fan; Xu, Shenheng; Cao, Yeyu; Yu, Zhongjun; Abubakar, Aria
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Three Dimensional Microwave Data Inversion in Feature Space for Stroke Imaging
IEEE TRANSACTIONS ON MEDICAL IMAGING
IF
9.8
2024-04-01
4
PRE
AI
Guo, Rui; Lin, Zhichao; Xin, Jingyu; Li, Maokun; Yang, Fan; Xu, Shenheng; Abubakar, Aria
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Latest advancements in machine learning for geophysics - Introduction
GEOPHYSICS
IF
3.2
2024-01-03
0
PRE
AI
Di, Haibin; Hu, Wenyi; Abubakar, Aria; Devarakota, Pandu; Li, Weichang; Li, Yaoguo
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Estimating geotechnical parameters using semisupervised learning: An example from the Dutch offshore wind farm zone
GEOPHYSICS
IF
3.2
2023-11-02
2
PRE
AI
Di, Haibin; Pham, Nam; Abubakar, Aria
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Feature-based magnetotelluric inversion by variational autoencoder using a subdomain encoding scheme
GEOPHYSICS
IF
3.2
2023-10-16
2
PRE
AI
Zhou, Hongyu; Guo, Rui; Li, Maokun; Yang, Fan; Xu, Shenheng; Abubakar, Aria
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Tri-Modal Joint Inversion Based on Disentangled Variational Autoencoder for Human Thorax Imaging
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF
5.9
2023-01-01
0
PRE
AI
Lin, Zhichao; Guo, Rui; Zhang, Ke; Zhang, Haolin; Li, Maokun; Yang, Fan; Xu, Shenheng; Abubakar, Aria
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A Deep Generative Model-Integrated Framework for 3-D Time-Difference Electrical Impedance Tomography
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF
5.9
2023-01-01
3
PRE
AI
Zhang, Ke; Wang, Lu; Guo, Rui; Lin, Zhichao; Li, Maokun; Yang, Fan; Xu, Shenheng; Abubakar, Aria
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Feature-Based Inversion Using Variational Autoencoder for Electrical Impedance Tomography
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF
5.9
2022-01-01
9
PRE
AI
Lin, Zhichao; Guo, Rui; Zhang, Ke; Li, Maokun; Yang, Fan; Xu, Shenheng; Liu, Dong; Abubakar, Aria
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Using relative geologic time to constrain convolutional neural network-based seismic interpretation and property estimation
GEOPHYSICS
IF
3.2
2021-12-27
14
PRE
AI
Di, Haibin; Li, Zhun; Abubakar, Aria
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Estimating subsurface properties using a semisupervised neural network approach
GEOPHYSICS
IF
3.2
2021-11-10
21
PRE
AI
Di, Haibin; Abubakar, Aria
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Joint Inversion of Audio-Magnetotelluric and Seismic Travel Time Data With Deep Learning Constraint
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF
8.6
2021-09-01
59
PRE
AI
Guo, Rui; Yao, He Ming; Li, Maokun; Ng, Michael Kwok Po; Jiang, Lijun; Abubakar, Aria
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Machine Learning in Electromagnetics With Applications to Biomedical Imaging: A Review
IEEE ANTENNAS AND PROPAGATION MAGAZINE
IF
5.7
2021-06-01
47
PRE
AI
Li, Maokun; Guo, Rui; Zhang, Ke; Lin, Zhichao; Yang, Fan; Xu, Shenheng; Chen, Xudong; Massa, Andrea; Abubakar, Aria
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Imposing interpretational constraints on a seismic interpretation convolutional neural network
GEOPHYSICS
IF
3.2
2021-04-21
24
PRE
AI
Di, Haibin; Li, Cen; Smith, Stewart; Li, Zhun; Abubakar, Aria
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Solving Combined Field Integral Equation With Deep Neural Network for 2-D Conducting Object
IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS
IF
4.8
2021-04-01
19
PRE
AI
Guo, Rui; Lin, Zhichao; Shan, Tao; Li, Maokun; Yang, Fan; Xu, Shenheng; Abubakar, Aria
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A Supervised Descent Learning Technique for Solving Directional Electromagnetic Logging-While-Drilling Inverse Problems
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF
8.6
2020-11-01
42
PRE
AI
Hu, Yanyan; Guo, Rui; Jin, Yuchen; Wu, Xuqing; Li, Maokun; Abubakar, Aria; Chen, Jiefu
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Study on 3-D Acoustic Imaging for Human Thorax Based on Contrast Source Inversion
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL
IF
3.7
2020-08-01
4
PRE
AI
Song, Xiaoqian; Li, Maokun; Yang, Fan; Xu, Shenheng; Abubakar, Aria
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Research Directions
No research directions
Co-authors
Cooperation Journals
M
Michael K. Ng
H-index: 84 · Papers: 940
A
Andrea Massa
H-index: 76 · Papers: 1.1K
F
Fan Yang
H-index: 73 · Papers: 632
X
Xudong Chen
H-index: 56 · Papers: 538
L
Lijun Jiang
H-index: 51 · Papers: 644
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