| # | Title | Journal | Year | Citations |
|---|
| 1 | A comparison of classification techniques for seismic facies recognition | Interpretation | 2015 | 188 |
| 2 | Prestack and poststack inversion using a physics-guided convolutional neural network | Interpretation | 2019 | 160 |
| 3 | Seismic imaging in and around salt bodies | Interpretation | 2014 | 131 |
| 4 | Geologic pattern recognition from seismic attributes: Principal component analysis and self-organizing maps | Interpretation | 2015 | 123 |
| 5 | SaltSeg: Automatic 3D salt segmentation using a deep convolutional neural network | Interpretation | 2019 | 121 |
| 6 | Mineralogy-based brittleness prediction from surface seismic data: Application to the Barnett Shale | Interpretation | 2014 | 110 |
| 7 | Pitfalls and limitations in seismic attribute interpretation of tectonic features | Interpretation | 2015 | 108 |
| 8 | A machine-learning benchmark for facies classification | Interpretation | 2019 | 100 |
| 9 | Coherence attribute at different spectral scales | Interpretation | 2014 | 95 |
| 10 | Mudstone (“shale”) depositional and diagenetic processes: Implications for seismic analyses of source-rock reservoirs | Interpretation | 2013 | 87 |
| 11 | Semisupervised sequence modeling for elastic impedance inversion | Interpretation | 2019 | 85 |
| 12 | Prospecting for marine gas hydrate resources | Interpretation | 2016 | 82 |
| 13 | Interpreting azimuthal Fourier coefficients for anisotropic and fracture parameters | Interpretation | 2015 | 80 |
| 14 | Semisupervised multiattribute seismic facies analysis | Interpretation | 2016 | 79 |
| 15 | The role of preexisting fractures and faults during multistage hydraulic fracturing in the Bakken Formation | Interpretation | 2014 | 75 |
| 16 | Automatic channel detection using deep learning | Interpretation | 2019 | 75 |
| 17 | How oblique extension and structural inheritance influence rift segment interaction: Insights from 4D analog models | Interpretation | 2017 | 71 |
| 18 | 3D printing sandstone porosity models | Interpretation | 2015 | 68 |
| 19 | Pore types, pore-network analysis, and pore quantification of the lacustrine shale-hydrocarbon system in the Late Triassic Yanchang Formation in the southeastern Ordos Basin, China | Interpretation | 2017 | 68 |
| 20 | The Fuling Shale Gas Field — A highly productive Silurian gas shale with high thermal maturity and complex evolution history, southeastern Sichuan Basin, China | Interpretation | 2015 | 66 |
| 21 | Characterizing a turbidite system in Canterbury Basin, New Zealand, using seismic attributes and distance-preserving self-organizing maps | Interpretation | 2016 | 64 |
| 22 | Gravity and magnetic constraints on the Jurassic opening of the oceanic Gulf of Mexico and the location and tectonic history of the Western Main transform fault along the eastern continental margin of Mexico | Interpretation | 2016 | 62 |
| 23 | Generative topographic mapping for seismic facies estimation of a carbonate wash, Veracruz Basin, southern Mexico | Interpretation | 2014 | 60 |
| 24 | Attribute expression of fault-controlled karst — Fort Worth Basin, Texas: A tutorial | Interpretation | 2014 | 57 |
| 25 | Carbonate karst reservoirs of the Tarim Basin, northwest China: Types, features, origins, and implications for hydrocarbon exploration | Interpretation | 2014 | 53 |
| 26 | Structural geologic modeling as an inference problem: A Bayesian perspective | Interpretation | 2016 | 53 |
| 27 | High-resolution characterization of geologic structures using the synchrosqueezing transform | Interpretation | 2017 | 52 |
| 28 | Constraining self-organizing map facies analysis with stratigraphy: An approach to increase the credibility in automatic seismic facies classification | Interpretation | 2017 | 51 |
| 29 | Mechanisms of overburden deformation associated with the emplacement of the Tulipan sill, mid-Norwegian margin | Interpretation | 2017 | 51 |
| 30 | Stratigraphy of architectural elements in a buried volcanic system and implications for hydrocarbon exploration | Interpretation | 2017 | 51 |
| 31 | Igneous seismic geomorphology of buried lava fields and coastal escarpments on the Vøring volcanic rifted margin | Interpretation | 2017 | 51 |
| 32 | The relationship between synsedimentary fault activity and reservoir quality — A case study of the Ek1 formation in the Wang Guantun area, China | Interpretation | 2020 | 51 |
| 33 | Jurassic raft tectonics in the northeastern Gulf of Mexico | Interpretation | 2014 | 50 |
| 34 | Delineation of subsurface structures using self-potential, gravity, and resistivity surveys from South Purulia Shear Zone, India: Implication to uranium mineralization | Interpretation | 2014 | 50 |
| 35 | Seismic expression and geomorphology of igneous bodies: A Taranaki Basin, New Zealand, case study | Interpretation | 2017 | 50 |
| 36 | Marine controlled-source electromagnetic methods in the hydrocarbon industry: A tutorial on method and practice | Interpretation | 2014 | 48 |
| 37 | The effects of base-salt relief on salt flow and suprasalt deformation patterns — Part 1: Flow across simple steps in the base of salt | Interpretation | 2017 | 48 |
| 38 | Estimation of total organic carbon and brittleness volume | Interpretation | 2016 | 45 |
| 39 | Multispectral coherence | Interpretation | 2018 | 45 |
| 40 | Characterizing a Mississippian tripolitic chert reservoir using 3D unsupervised and supervised multiattribute seismic facies analysis: An example from Osage County, Oklahoma | Interpretation | 2013 | 43 |
| 41 | Multiresolution neural networks for tracking seismic horizons from few training images | Interpretation | 2019 | 43 |
| 42 | Common-azimuth seismic data fault analysis using residual UNet | Interpretation | 2020 | 43 |
| 43 | Geomechanical modeling of hydraulic fractures interacting with natural fractures — Validation with microseismic and tracer data from the Marcellus and Eagle Ford | Interpretation | 2015 | 42 |
| 44 | Identification of brittle/ductile areas in unconventional reservoirs using seismic and microseismic data: Application to the Barnett Shale | Interpretation | 2015 | 42 |
| 45 | Improving seismic fault detection by super-attribute-based classification | Interpretation | 2019 | 42 |
| 46 | Automatic approaches for seismic to well tying | Interpretation | 2014 | 41 |
| 47 | Microseismic depletion delineation | Interpretation | 2014 | 41 |
| 48 | Demerara Rise, offshore Suriname: Magma-rich segment of the Central Atlantic Ocean, and conjugate to the Bahamas hot spot | Interpretation | 2016 | 41 |
| 49 | A basin-scale perspective on Cenomanian-Turonian (Cretaceous) depositional systems, greater Gulf of Mexico (USA) | Interpretation | 2016 | 41 |
| 50 | Controls on pore types and pore-size distribution in the Upper Triassic Yanchang Formation, Ordos Basin, China: Implications for pore-evolution models of lacustrine mudrocks | Interpretation | 2017 | 41 |
