How humans and computers can distinguish seismic facies (pdf)
| David Lubo-Robles, Deepak Devegowda, Vikram Jayaram, Heather Bedle, Kurt J. Marfurt and Matthew J. Pranter | AAPG Explorer Geophysical Corner |
The importance of parameterization in Machine Learning (pdf)
| Diana Salazar-Florez and Heather Bedle | AAPG Explorer Geophysical Corner |
Data conditioning tools for preservation of structure and stratigraphy (pdf)
| Alexandro Vera-Arroyo and Heather Bedle | AAPG Explorer Geophysical Corner |
Unsupervised machine learning for characterizing a geothermal sandstone reservoir (pdf)
| Satinder Chopra, Ritesh Kumar Sharma, Kenneth Bredesen, Thang Ha,and Kurt Marfurt | AAPG Explorer Geophysical Corner |
Refining of geobody amplitude anomalies using seismic attributes (pdf)
| Satinder Chopra, Kurt Marfurt, Rongfeng Zhang, and Renjun Wen | AAPG Explorer Geophysical Corner |
Choice of attributes for unsupervised seismic facies classification (pdf)
| Satinder Chopra, Ritesh Kumar Sharma , Kurt Marfurt, Juan Moirano, Carolina Crovetto, Fabián Scazziota, and Luis Vernengo | AAPG Explorer Geophysical Corner |
3D Crossplotting: An effective visualization and interpretation tool (pdf)
| Satinder Chopra, Kurt Marfurt, Ritesh Kumar Sharma, Rongfeng Zhang, and Renjun Wen | AAPG Explorer Geophysical Corner |
Attempts at seismic characterization of a deepwater turbidite channel in Taranaki Basin, New Zealand (pdf)
| Satinder Chopra, Ritesh Kumar Sharma, Kurt J. Marfurt, Heather Bedle, and Sumit Verma | First Break |
Unsupervised Machine Learning, Multi-attribute analysis for identifying low saturation gas reservoirs within the deepwater Gulf of Mexico, and Offshore Australia (pdf)
| Julian Chenin and Heather Bedle | Geosciences |
Predicting the azimuth of natural fractures and in situ horizontal stress: A case study from the Sichuan Basin, China (pdf)
| Kai Lin, Bo Zhang, Jianjun Zhang, Huijing Fang, Kefeng Xi, and Zhi Li | Geophysics |
Lithology variability and channel geomorphology of the mixed carbonate-siliciclastic San Andres and Grayburg interval using frequency-based seismic attributes, southwestern Midland Basin (pdf)
| Laura Ortiz-Sanguino, Heather Bedle, Matthew J. Pranter, and Sumit Verma | IMAGE2022 Expanded Abstracts |
A step towards the automatization of predictive geological mapping (pdf)
| Rafael Pires de Lima*, Marcos Ferreira, and Iago Costa | IMAGE2022 Expanded Abstracts |
Petrophysical Modeling to Improve the Understanding of Geothermal Exploration in a Sedimentary Field on Texas Gulf Coast Basin (pdf)
| Laura Ortiz-Sanguino, Cesar Vivas, Danny Rehg , Denise Knight , Stephanie Perry , Adam Bradley , Heather Bedle, Saeed Salehi and Sean Marshall | URTeC Expanded Abstract |
Two statistical attributes for evaluating attenuation response due to gas hydrates (pdf)
| Emily Jackson, Heather Bedle, and Thang Ha | IMAGE2022 Expanded Abstracts |
An integrated machine learning-based fault classification workflow (pdf)
| Jie Qi, Carolan Laudon, and Kurt Marfurt | IMAGE2022 Expanded Abstracts |
Quantifying uncertainty in unsupervised machine learning methods for seismic facies using outcrop-derived 3D models and synthetic seismic data (pdf)
| Karelia La Marca, Heather Bedle, Lisa Stright, Rafael Pires de Lima, and Kurt J. Marfurt | IMAGE2022 Expanded Abstracts |
Seismic identification of carbonate reservoir sweet spots using unsupervised clustering algorithms: A case study from Pre-Salt Mero Field at Santos Basin, offshore Brazil (pdf)
| Marcus Vinicius Rodrigues Maas, Heather Bedle, Marcilio Castro de Matos | IMAGE2022 Expanded Abstracts |
Seismic-attribute-assisted delineation of structural complexities of potential geothermal reservoirs in the SW-Netherlands (pdf)
| Tania Babu, Thang Ha, Vishnu Pandey, Shuvajit Bhattacharya, and Sumit Verma | IMAGE2022 Expanded Abstracts |
CO2 injectivity and storage potential assessment of the Arbuckle Group using supervised machine learning and seismic-constrained reservoir modeling and simulation, Wellington Field, Kansas (pdf)
| Abidin B. Caf, David Lubo-Robles, Matthew J. Pranter, Heather Bedle, Kurt J. Marfurt, and Zulfiquar A. Reza | IMAGE2022 Expanded Abstracts |
Recognizing societal influences in earthquake geohazard risk perception with explainable AI while mitigating risks through improved seismic interpretation (pdf)
| Heather Bedle, Diana Salazar-Florez, and Christopher R. H. Garneau | The Leading Edge
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Quantifying the sensitivity of seismic facies classification to seismic attribute selection: An explainable machine-learning study (pdf)
| David Lubo-Robles, Deepak Devegowda, Vikram Jayaram, Heather Bedle, Kurt J. Marfurt, and Matthew J. Pranter | Interpretation |
Study on the parameterization response of probabilistic neural networks for seismic facies classification in the Gulf of Mexico (pdf)
| Diana Salazar Florez and Heather Bedle | Interpretation |
Seismic clues into the origin of polygonal faulting and pockmarks in the Great South Basin, New Zealand (pdf)
| José P. Mora and Heather Bedle | Interpretation |
Fault enhancement using probabilistic neural networks and Laplacian of a Gaussian filter: A case study in the Great South Basin, New Zealand (pdf)
| Jose P. Mora, Heather Bedle, and Kurt J. Marfurt | Interpretation |
Multiattribute Analysis of Channel Architectural Elements within the Deepwater Taranaki Basin, 3-D Romney Data (pdf)
| Brittany Stroud, Grace Barber, and Heather Bedle | Interpretation |
Integrated detection and investigation of bad borehole section in the Wolfcamp Formation in the Midland Basin using machine learning, petrophysics, and core characterization (pdf)
| Shuvajit Bhattacharya, William Ambrose, Lucy Tingwei Ko, and Brian Casey | Interpretation |
Improving porosity and gamma-ray prediction for the Middle Jurassic Hugin sandstones in the southern Norwegian North Sea with the application of deep neural networks (pdf)
| Satinder Chopra, Ritesh Kumar Sharma, Kurt J. Marfurt, Rongfeng Zhang, and Renjun Wen | Interpretation |
A review of some amplitude-based seismic geometric attributes and their applications (pdf)
| Sumit Verma, Satinder Chopra, Thang Ha, and Fangyu Li | Interpretation |
When the levee breaks; Visualization of a deepwater crevasse splay in Late Cretaceous in Exmouth Basin offshore Western Australia (pdf)
| Alexandro Vera-Arroyo and Heather Bedle | Interpretation |
Attribute-assisted interpretation of deltaic channel system using enhanced 3D seismic data, offshore Nova Scotia (pdf)
| Amit K. Ray, Rustam Khoudaiberdiev, Craig Bennett, Paritosh Bhatnagar, Annapurna Boruah, Rajeshwaran Dandapani, Saumen Maiti, and Sumit Verma | Journal of Natural Gas Science and Engineering |
Modeling of subsurface sedimentary facies using Self-Attention Generative Adversarial Networks (SAGANs) (pdf)
| Mei Chen, Shenghe Wu, Heather Bedle, Pengfei Xie, and Jiajia Zhang | Journal of Petroleum Science and Engineering |
Deepwater seismic facies and architectural element interpretation aided with unsupervised machine learning techniques: Taranaki basin, New Zealand
| Karelia La Marca and Heather Bedle | Marine and Petroleum Geology |
Macro‑seepage based potential new hydrocarbon prospects in Assam‑Arakan Basin, India (pdf)
| Annapurna Boruah, Sumit Verma, Abdul Rasheed, Gaurav Siddharth Gairola, and Anuj Gogoi | Scientific Reports |
Insights into the geomorphology of the Ceará Basin, Brazil, by combining seismic attributes, machine learning, and rock physics analyses (pdf)
| Karen M. Leopoldino Oliveira, Alexandro V. Arroyo, Heather Bedle, and Francisco Nepomuceno Filho | Special Publications in Geological Society of London |
Multi-attribute geomorphological characterisation of the Cenozoic deep-water strata in the Exmouth Plateau, Northern Carnarvon Basin: A contribution to the understanding of deep-water mixed carbonate-siliciclastic environments (pdf)
| Laura L. Ortiz Sanguino, Javier J. Tellez Rodriguez, and Heather Bedle | Special Publications in Geological Society of London |
