Nam Pham

1.4k citations

42 papers · 1.0k indexed · h-index 15

Impact in

Geophysics top 2%
- Seismic Imaging and Inversion Techniques
- Seismic Waves and Analysis
Ocean Engineering top 1%
- Drilling and Well Engineering
- Reservoir Engineering and Simulation Methods
- Geophysical Methods and Applications

Papers in

Geophysics 32
- Seismic Imaging and Inversion Techniques 31
- Seismic Waves and Analysis 16
Ocean Engineering 23
- Drilling and Well Engineering 14
- Reservoir Engineering and Simulation Methods 8

Co-authors: Sergey Fomel Harpreet Kaur Xinming Wu Dallas Dunlap Zhicheng Geng Ehsan Zabihi Naeini Yunzhi Shi Guillaume Caumon
Journals: Geophysics (8 papers)Geophysical Prospecting (4 papers)Applied Geochemistry (2 papers)Journal of Geophysical Research Solid Earth (2 papers)IEEE Transactions on Neural Networks and Learning Systems (1 paper)
Partner nations: United States China Egypt

In The Last Decade

Nam Pham

42 papers receiving 1.0k citations

Peers

Countries citing papers authored by Nam Pham

Since Specialization

Citations

This map shows the geographic impact of Nam Pham's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Nam Pham with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Nam Pham more than expected).

Fields of papers citing papers by Nam Pham

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Nam Pham. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Nam Pham. The network helps show where Nam Pham may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Nam Pham, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Nam Pham Line = papers co-authored together Nam Pham links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Predicting missing sonic logs with seismic constraint Geophysics ·Nam Pham, Nur Aina Syuhada Abdul Aziz, Weichang Li	2024	1
2	Apply a CNN-Based Ensemble Model to Chest-X Ray Image-Based Pneumonia Classification Journal of Advances in Information Technology ·Nam Pham, Giang Son Tran	2024	2
3	Estimating geotechnical parameters using semisupervised learning: An example from the Dutch offshore wind farm zone Geophysics ·Haibin Di, Nam Pham, Aria Abubakar	2023	2
4	A deep learning framework for seismic facies classification Interpretation ·Harpreet Kaur, Nam Pham, Sergey Fomel, Zhicheng Geng, P M Spillmaecker, 正雄今西, Michael Jervis, Ray Abma, Xianxu Li	2022	7
5	High-Fidelity Permeability and Porosity Prediction Using Deep Learning With the Self-Attention Mechanism IEEE Transactions on Neural Networks and Learning Systems ·Liuqing Yang, Shoudong Wang, Xiaohong Chen, Wei Chen, Omar M. Saad, Xu Zhou, Nam Pham, Zhicheng Geng, Sergey Fomel, Yangkang Chen	2022	38
6	Automated hyperparameter optimization for simulating boundary conditions for acoustic and elastic wave propagation using deep learning Geophysics ·Harpreet Kaur, Sergey Fomel, Nam Pham	2022	1
7	Uncertainty and interpretability analysis of encoder-decoder architecture for channel detection Geophysics ·Nam Pham, Sergey Fomel	2021	14
8	Physics-constrained deep learning for ground roll attenuation Geophysics ·Nam Pham, Weichang Li	2021	28
9	SCALODEEP: A Highly Generalized Deep Learning Framework for Real‐Time Earthquake Detection Journal of Geophysical Research Solid Earth ·Omar M. Saad, Guangtan Huang, Yunfeng Chen, Alexandros Savvaidis, Sergey Fomel, Nam Pham, Yangkang Chen	2021	58
10	Channel facies and faults multisegmentation in seismic volumes Nam Pham, Dallas Dunlap, Sergey Fomel	2021	2
11	Boundary conditions for acoustic and elastic wave propagation using deep learning Harpreet Kaur, Sergey Fomel, Nam Pham	2021	2
12	A deep learning framework for seismic facies classification Harpreet Kaur, Nam Pham, Sergey Fomel, Zhicheng Geng, P M Spillmaecker, 正雄今西, Michael Jervis, Ray Abma, Xianxu Li	2021	7
13	A Fast Algorithm for Elastic Wave‐Mode Separation Using Deep Learning With Generative Adversarial Networks (GANs) Journal of Geophysical Research Solid Earth ·Harpreet Kaur, Sergey Fomel, Nam Pham	2021	16
14	Improving the resolution of migrated images by approximating the inverse Hessian using deep learning Geophysics ·Harpreet Kaur, Nam Pham, Sergey Fomel	2020	59
15	Missing well log prediction using convolutional long short-term memory network Geophysics ·Nam Pham, Xinming Wu, Ehsan Zabihi Naeini	2020	75
16	A multi-disciplinary approach to establish a workflow for the application of machine learning for detailed reservoir description — Wisting case study First Break ·Eric W. Wang, Nam Pham, Michael A. Francis, Yulei ZHAN	2020	2
17	Building realistic structure models to train convolutional neural networks for seismic structural interpretation Geophysics ·Xinming Wu, Zhicheng Geng, Yunzhi Shi, Nam Pham, Sergey Fomel, Guillaume Caumon	2019	166
18	Seismic data interpolation using CycleGAN Harpreet Kaur, Nam Pham, Sergey Fomel	2019	73
19	The Diavik Waste Rock Project: Measurement of the thermal regime of a waste-rock test pile in a permafrost environment Applied Geochemistry ·Nam Pham, David C. Sego, Lukas U. Arenson, David W. Blowes, Richard T. Amos, Leslie Smith	2013	21
20	Velocity and attenuation in partially saturated rocks: poroelastic numerical experiments Geophysical Prospecting ·Hans B. Helle, Nam Pham, José M. Carcione	2003	67

About Nam Pham

Nam Pham is a scholar working on Geophysics, Ocean Engineering, Artificial Intelligence, Computer Vision and Pattern Recognition and Computer Graphics and Computer-Aided Design, having authored 42 papers that have together received 1.0k indexed citations. Recurring topics across this work include Seismic Imaging and Inversion Techniques (31 papers), Seismic Waves and Analysis (16 papers), Drilling and Well Engineering (14 papers), Seismology and Earthquake Studies (8 papers), Reservoir Engineering and Simulation Methods (8 papers), Hydraulic Fracturing and Reservoir Analysis (7 papers), Image and Signal Denoising Methods (6 papers) and Hydrocarbon exploration and reservoir analysis (5 papers). The work is most often cited by research in Geophysics (854 citations), Ocean Engineering (516 citations), Geochemistry and Petrology (48 citations), Artificial Intelligence (239 citations) and Mechanical Engineering (261 citations). Nam Pham has collaborated with scholars based in United States, China and Egypt. Frequent co-authors include Sergey Fomel, Harpreet Kaur, Xinming Wu, Dallas Dunlap, Zhicheng Geng, Ehsan Zabihi Naeini, Yunzhi Shi, Guillaume Caumon, Hans B. Helle and José M. Carcione. Their work appears in journals such as Geophysics, Geophysical Prospecting, Applied Geochemistry, Journal of Geophysical Research Solid Earth and IEEE Transactions on Neural Networks and Learning Systems.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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