An integrated workflow for deep learning-accelerated seismic modelling of the Groningen gas field, the Netherlands

Haibin Di, Vanessa Simoes, Zhun Li, Cen Li, Anisha Kaul, Aria Abubakar

International Meeting for Applied Geoscience and Energy (IMAGE)

..., Cen Li, Anisha Kaul, Aria Abubakar An integrated workflow for deep learning-accelerated seismic modeling of the Groningen gas field, the Netherlands...

A two-stage deep learning workflow for automated seismic inversion

Haibin Di, Wenyi Hu, Aria Abubakar

International Meeting for Applied Geoscience and Energy (IMAGE)

...A two-stage deep learning workflow for automated seismic inversion Haibin Di, Wenyi Hu, Aria Abubakar A two-stage deep learning workflow...

Deep learning based automatic marker separation

Atul Laxman Katole, Aria Abubakar, Edo Hoekstra, Srikanth Ryali, Tao Zhao

International Meeting for Applied Geoscience and Energy (IMAGE)

...Deep learning based automatic marker separation Atul Laxman Katole, Aria Abubakar, Edo Hoekstra, Srikanth Ryali, Tao Zhao Deep learning based...

Introducing stochasticity into CNN-based property estimation from angle-stack seismic

Haibin Di, Tao Zhao, Aria Abubakar

International Meeting for Applied Geoscience and Energy (IMAGE)

...Introducing stochasticity into CNN-based property estimation from angle-stack seismic Haibin Di, Tao Zhao, Aria Abubakar Introducing stochasticity...

Validating machine learning-based seismic property prediction through self-supervised seismic reconstruction

Tao Zhao, Haibin Di, Aria Abubakar

International Meeting for Applied Geoscience and Energy (IMAGE)

...Validating machine learning-based seismic property prediction through self-supervised seismic reconstruction Tao Zhao, Haibin Di, Aria Abubakar...

Automated active learning for seismic facies classification

Haibin Di, Leigh Truelove, Aria Abubakar

International Meeting for Applied Geoscience and Energy (IMAGE)

...Automated active learning for seismic facies classification Haibin Di, Leigh Truelove, Aria Abubakar Automated active learning for seismic facies...

Deep learning-based raster digitization engine

Atul Laxman Katole, Purnaprajna Mangsuli, Omkar Gune, Mohd Saood Shakeel, Abhiman Neelakanteswara, Aria Abubakar

International Meeting for Applied Geoscience and Energy (IMAGE)

..., Aria Abubakar Deep learning-based raster digitization engine Atul Laxman Katole*, Purnaprajna Mangsuli, Omkar Gune, Mohd Saood Shakeel, Abhiman...

Generating geophysical models from text for constructing the dataset of learning-based MT inversion

Yutong Li, Hongyu Zhou, Rui Guo, Maokun Li, Aria Abubakar

International Meeting for Applied Geoscience and Energy (IMAGE)

... Li, Tsinghua University Aria Abubakar, Schlumberger Summary We propose a method for generating datasets through textual descriptions. This approach...

A Deep Learning Workflow for Integrated Geological, Petrophysical, and Geomechanical Interpretation

Vanessa Simoes, Atul Katole, Bhuvaneswari Sankaranarayanan, Tao Zhao, Aria Abubakar

Unconventional Resources Technology Conference (URTEC)

... Sankaranarayanan, Tao Zhao, Aria Abubakar URTeC: 4040968 A Deep Learning Workflow for Integrated Geological, Petrophysical, and Geomechanical Interpretation...

Deep learning to predict subsurface properties from injected CO2 plume bodies using time-lapse seismic shot gathers

Son Phan, Wenyi Hu, Aria Abubakar

International Meeting for Applied Geoscience and Energy (IMAGE)

...Deep learning to predict subsurface properties from injected CO2 plume bodies using time-lapse seismic shot gathers Son Phan, Wenyi Hu, Aria Abubakar...

Supervised vs unsupervised deep learning for time-lapse seismic repeatability enforcement

Son Phan, Wenyi Hu, Aria Abubakar

International Meeting for Applied Geoscience and Energy (IMAGE)

...Supervised vs unsupervised deep learning for time-lapse seismic repeatability enforcement Son Phan, Wenyi Hu, Aria Abubakar Supervised vs...

NLP applications in the oil and natural gas industry

Prashanth Pillai, Srikanth Ryali, Hiren Maniar, Purnaprajna Mangsuli, Aria Abubakar

International Meeting for Applied Geoscience and Energy (IMAGE)

...NLP applications in the oil and natural gas industry Prashanth Pillai, Srikanth Ryali, Hiren Maniar, Purnaprajna Mangsuli, Aria Abubakar NLP...

An MT data inversion method constrained by seismic texture

Hongyu Zhou, Rui Guo, Maokun Li, Fan Yang, Shengheng Xu, Aria Abubakar

International Meeting for Applied Geoscience and Energy (IMAGE)

...An MT data inversion method constrained by seismic texture Hongyu Zhou, Rui Guo, Maokun Li, Fan Yang, Shengheng Xu, Aria Abubakar An MT data...

Seismic Data Compression by Variational Autoencoder With Hyperprior

Shirui Wang, Wenyi Hu, Aria Abubakar, Xuqing Wu, Jiefu Chen

International Meeting for Applied Geoscience and Energy (IMAGE)

...Seismic Data Compression by Variational Autoencoder With Hyperprior Shirui Wang, Wenyi Hu, Aria Abubakar, Xuqing Wu, Jiefu Chen Seismic data...

Seismic image resolution enhancement with limited-well datasets using deep learning

Son Phan, Haibin Di, Wenyi Hu, Aria Abubakar

International Meeting for Applied Geoscience and Energy (IMAGE)

...Seismic image resolution enhancement with limited-well datasets using deep learning Son Phan, Haibin Di, Wenyi Hu, Aria Abubakar Seismic Image...

Data-embedded physics-informed neural network for electromagnetic wave propagation simulation: Potentials and challenges

Yawei Su, Wenyi Hu, Jiefu Chen, Aria Abubakar

International Meeting for Applied Geoscience and Energy (IMAGE)

... Chen, Aria Abubakar Data-embedded physics-informed neural network for electromagnetic wave propagation simulation: potentials and challenges Yawei Su...

Characterizing Light versus Bound Hydrocarbon in a Shale Reservoir by Integrating New Two-Dimensional NMR and Advanced Spectroscopy Measurements

Mansoor R. Ali, Vivek Anand, Aria Abubakar, Rahul Grover, Iain Pirie, Orlando Neto

Unconventional Resources Technology Conference (URTEC)

... Mansoor R. Ali, Vivek Anand, Aria Abubakar, Rahul Grover, Iain Pirie, Orlando Neto URTeC: 2457043 Characterizing Light Versus Bound Hydrocarbon...

Lengguru, Irian Jaya: Prospect Selection Using Field Mapping, Balanced Cross-Sections, and Gravity Modelling

D. T. Moffat, L. F. Henage, R. A. Brash, R. W. Tauer, B. H. Harahap

Indonesian Petroleum Association

... iterative modelling techniques employed in Lengguru prospect evaluation. Boka-Aria Prospect Structural and Regional Geophysical Constraints The Boka-Aria...

ABSTRACT: Sand Sheet Connectivity in a Low Net-to-Gross Setting: Remote Sensing-Based Modeling of a River Channel Network in a Terminal Fluvial System, by Donselaar, Marinus E.; Li, Jiaguang ; Hosseini Aria, Seyed E.; Koenders, Roderik ; Lindenbergh, Roderik C.; Oyen, Anneleen M.; #90142 (2012)

Search and Discovery.com

OPTIMIZING IDLE WELL REACTIVATION STRATEGY THROUGH DEEPENING GAS LIFT PACKOFF IN OFFSHORE EAST KALIMANTAN FIELD, INDONESIA

Fahrizal Ardy Kurniawan, Sulistyo Adi Pratomo, Riza Aria Amar, Senna Sun Laksana, and Wahyudi Yahya

Indonesian Petroleum Association

..., Sulistyo Adi Pratomo, Riza Aria Amar, Senna Sun Laksana, and Wahyudi Yahya 2025 1 49 1 PHKT operates marginal offshore fields, with 75% of its...

Abstract: Paleotopographic Controls on Jurassic Smackover Carbonate Reservoir Distribution and Quality in the Updip Basement Play of Southwest Alabama, by D. J. Benson and E. A. Mancini; #90937 (1998).

Search and Discovery.com

A Predictive Model of Dolomitization and Its Control on Reservoir Quality and Seismic Attributes in the Viola Formation, Morrison NE Field, Clark County, Kansas

Search and Discovery.com

Abstract: Trace fossils from the Cenozoic of southeastern coastal Jamaica

R. K. Pickerill, S. K. Donovan, S. F. Mitchell, D. G. Keighley

Atlantic Geology

... still preserving their bivalve producers, respectively Rocel/aria (Gastrochaena) hians and Lithophaga artillarum); Meandropolydora cf. sulcans...

Early Tertiary Conglomerates of the Santa Ana Mountains, California

A. O. Woodford, Craig Gander

Journal of Sedimentary Research (SEPM)

... occur at several horizons. Near the north edge of the mountains, west of Coal Canyon and about 1 km south of the Santa Aria River, only a few tens...

Continental Slope Deposits from a Late Cretaceous, Tectonically Active Margin, Southern California

Steven P. Buck , David J. Bottjer

Journal of Sedimentary Research (SEPM)

... of the Holz Shale (Ladd Formation) in Black Star Canyon, northern Santa Aria Mountains, represent such a sequence where shale and mudstone strata...