Concepedia

Nam Pham

NP

25

Publications

1.2K

Citations

17

H-Index

2003

Active since

Affiliations

The University of Texas at Austin(Current)

Bureau of Economic Analysis

University of Waterloo

University of British Columbia

University of Alberta

Nam Pham is an author at The University of Texas at Austin specializing in engineering, machine learning, and deep learning.

Top concepts

EngineeringDeep LearningMachine LearningData ScienceCivil EngineeringEarth ScienceInverse ProblemsSeismologyComputer ScienceImage Analysis

Publications per year

2003–2023

25

Publications

25

Building realistic structure models to train convolutional neural networks for seismic structural interpretation

Xinming Wu, Zhicheng Geng, Yunzhi Shi et al. · Geophysics · 2019 · 229 citations · Full text

Automatic channel detection using deep learning

Nam Pham, Sergey Fomel, Dallas Dunlap · Interpretation · 2019 · 112 citations

Convolutional Neural Network, Engineering, Machine Learning +18

Seismic data interpolation using deep learning with generative adversarial networks

Harpreet Kaur, Nam Pham, Sergey Fomel · Geophysical Prospecting · 2020 · 103 citations

Data Augmentation, Engineering, Machine Learning +12

Missing well log prediction using convolutional long short-term memory network

Nam Pham, Xinming Wu, Ehsan Zabihi Naeini · Geophysics · 2020 · 95 citations

Velocity and attenuation in partially saturated rocks: poroelastic numerical experiments

Hans B. Helle, Nam Pham, José M. Carcione · Geophysical Prospecting · 2003 · 88 citations

Rock Testing, Engineering, Mechanical Engineering +22

Rows per page

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