Artificial Intelligence Integration for Optimal Reservoir Data Analysis and Pattern Recognition

Dr. Leon Hamilton, Dr. Marianne Rauch

Unconventional Resources Technology Conference (URTEC)

... to convert seismic attributes to rock properties or predict reservoir fluids Validating those attributes with known information mainly from well data...

Non-Linear Full-Waveform Inversion Using Prior Geological Knowledge; #41719 (2015)

Siddharth Sharma, Dries Gisolf, Stefan M. Luthi, Runhai Feng

Search and Discovery.com

... of technology, Delft, Delft, Netherlands ([email protected]) Department of Physics, Delft University of technology, Delft, Netherlands 2 Abstract...

Understanding the depositional model of the Spraberry formation using facies inversion

Paritosh Bhatnagar, Venkatesh Anantharamu, Ron Bianco

International Meeting for Applied Geoscience and Energy (IMAGE)

... wells are more representative of actual prediction accuracy (assuming rock physics trends have been appropriately captured). A log-based facies model...

PINNslope: Physics-informed neural network slope prediction and interpolation with positional encoding

Francesco Brandolin, Matteo Ravasi, Tariq Alkhalifah

International Meeting for Applied Geoscience and Energy (IMAGE)

... as superposition of local plane waves, we propose to interpolate seismic data utilizing a physics informed neural network (PINN) assisted by the local...

Probabilistic Neural Network Used to Predict Porosity from 3-D Seismic Attributes in Lower Brushy Canyon Formation, southeast New Mexico

Dan J. Leiphart, Bruce S. Hart

West Texas Geological Society

...Probabilistic Neural Network Used to Predict Porosity from 3-D Seismic Attributes in Lower Brushy Canyon Formation, southeast New Mexico Dan J...

How burial diagenesis of chalk sediments controls sonic velocity and porosity

Ida L. Fabricius

AAPG Bulletin

..., J., M. Prasad, A. Sakai, and D. Lavoie, 1999, Elasticity of marine sediments: Rock physics modeling: Geophysical Research Letters, v. 26, p...

AAPG 2016 International Conference and Exhibition

Search and Discovery.com

Fracture Productivity Prediction Considering Natural Fracture Formation Proximal to Fault Damage Zone

Travis Ramsay, Luisalic Hernandez, Jennifer Li, Meftun Erdogan

Unconventional Resources Technology Conference (URTEC)

.... URTeC 2900588 12 Mavko, G., Mukerji, T., and Dvorking, J. 2009. The Rock Physics Handbook, Second Edition – Tools for Seismic Analysis of Porous...

First Unconventional Play From Peruvian Northeast: Muerto Formation

Walter Morales, Jerjes Porlles, Jose Rodriguez, Heraud Taipe, Americo Arguedas

Unconventional Resources Technology Conference (URTEC)

.... Pluspetrol Figure 2.1. Seismic Interpretation, Line T-9, Lagunitos Field (Morales W. J., 1992) The Muerto Formation, which is the main Source Rock...

Physics-Informed Deep Learning Models for Improving Shale and Tight Forecast Scalability and Reliability

Kainan Wang, Lichi Deng, Yuzhe Cai, Guido Di Federico, Keith Ramsaran, Mun-Hong Hui, Hussein Alboudwarej, Christian Hager, Yuguang Chen, Xian-Huan Wen

Unconventional Resources Technology Conference (URTEC)

...Physics-Informed Deep Learning Models for Improving Shale and Tight Forecast Scalability and Reliability Kainan Wang, Lichi Deng, Yuzhe Cai, Guido Di...

Numerical experiments to characterize P-wave attenuation in partially saturated non-isothermal porous media

Naddia D. Arenas, Gabriela B. Savioli, Juan E. Santos, José M. Carcione

International Meeting for Applied Geoscience and Energy (IMAGE)

...://doi.org/10.1016/0022-5096(67)90024-5. Mavko, G., T. Mukerji, and J. Dvorkin, 1998, The rock physics handbook, tools for seismic analysis in porous media...

Does Lightning Strike Twice?

H. Roice Nelson Jr., Les R. Denham, Jim Siebert, Kathleen S. Haggar

GEO ExPro Magazine

... through the BEG’s Stratton 3D seismic survey. rock property being evaluated. These volumes or maps, created anywhere there is RiseGeology does...

ABSTRACT: Seismic Anisotropy of Sedimentary Rocks: A Unique Probe of Rock Fabric; #90007 (2002)

Colin M. Sayers

Search and Discovery.com

...ABSTRACT: Seismic Anisotropy of Sedimentary Rocks: A Unique Probe of Rock Fabric; #90007 (2002) Colin M. Sayers AAPG Search and Discovery Article...

Abstracts: AVO Analysis of 3-D/3-C Datasets from Weyburn CO2 Storage and Monitoring Project; #90173 (2015)

Le Gao and Igor Morozov

Search and Discovery.com

... with changing pressure and CO2 saturation. Based on the rock physics theory, we studied the AVO attributes for surface seismic data in different...

Seismic Exploration for Stratigraphic Traps: Section 2. Application of Seismic Reflection Configuration to Stratigraphic Interpretation

Milton B. Dobrin

AAPG Special Volumes

... DELINEATION OF HYDROCARBON TRAPS Carbonate Traps The easiest type of stratigraphic trap to locate by seismic means is one in which the reservoir rock...

Abstract: Source Rock Prediction from Seismic Part II: Identifying and Mapping Source Rocks Claystones on Seismic Data, by Helge Løseth, Lars Wensaas, Marita Gading, and Kenneth Duffaut; #90124 (2011)

Search and Discovery.com

Quantitative time-lapse analysis of 4D DAS VSP time shifts to monitor stimulated rock volume in unconventional reservoirs

Yesser Haj Nasser

International Meeting for Applied Geoscience and Energy (IMAGE)

... Quantitative time-lapse analysis of 4D DAS VSP time shifts to monitor stimulated rock volume in unconventional reservoirs. Yesser Haj Nasser, Seismic Geo...

De-risking low saturation gas (LSG) using controlled source electromagnetic data and multiphysics interpretation in deep water Trinidad and Tobago

Juan-Mauricio Florez, James Cai, J. P. Blangy, Marjorie Nogueira, Ingrid Cordon, Kerry Nicholas, Shenghui Li

International Meeting for Applied Geoscience and Energy (IMAGE)

... from seismic data established a framework for an integrated interpretation of both seismic and CSEM inversion results. Finally, a rock-physics based...

Physics-Constrained Deep Learning for Production Forecast in Tight Reservoirs

Nguyen T. Le, Roman J. Shor, Zhuoheng Chen

Unconventional Resources Technology Conference (URTEC)

...Physics-Constrained Deep Learning for Production Forecast in Tight Reservoirs Nguyen T. Le, Roman J. Shor, Zhuoheng Chen URTEC-208394-MS Physics...

A Geology-Based, Non-Seismic Attribute Method to Generate Facies, Lithology, and Petrophysical Parameters in the Chinook and Cascade Fields, Walker Ridge, Gulf of Mexico, USA

Elizabeth Ann Watkins, Julio Tamashiro, Marcelo Cristian Torrez Canaviri, Nicolas Martin, Eldar Guliyev, Renato Leite, Nhom Vince Nguyen, Abayomi Aina, Mauro R. Becker

GCAGS Transactions

... volumes, and structure maps. Although rock-physics studies indicated feasible lithology discrimination, very good well attribute versus quantitative...

Broadband Seismic Technology and Beyond: Part IV: PGSs GeoStreamer „ Mission Impossible

Lasse Amundsen, Martin Landrø

GEO ExPro Magazine

...Broadband Seismic Technology and Beyond: Part IV: PGSs GeoStreamer „ Mission Impossible Lasse Amundsen, Martin Landrø RECEN T A DVA NCE S IN TECH...

Wave-equation based inversion for carbonate reservoir characterization in Kuwait

Rao Narhari, Ahmad Al-Sabari, Afrah Al-Ajmi, Justin Ugbo, Jeremy Harris, Gerard Soto, Panos Doulgeris

International Meeting for Applied Geoscience and Energy (IMAGE)

... and Discussion The interpretation of the produced elastic properties involves the rock-physics analysis of the well logs in the native WEBAVO parameter space...

Velocity model building assisted by potential field methods: A case study from the Red Sea

Wilson Ibanez, Federico Ceci, Giuseppe Bancala, Andrea Sirtori, Luciana De Luca, Miquel Marin, Vivian Robertson, Briseida Palacios, David Korte

International Meeting for Applied Geoscience and Energy (IMAGE)

... velocity-density conversion law from rock physics analysis of 14 available wells. (c) Density model built using conversion laws. (d) Example...

Jointly data and model driven pre-stack inversion of elastic and anisotropy parameters in HTI media

Xin Zhang, Jianhua Geng

International Meeting for Applied Geoscience and Energy (IMAGE)

... are obtained through rock physics modeling of fractured rocks based on fundamental well logging data, denoted as 𝑚𝑚 𝑙𝑙 . The input data for the network...

The Lower Triassic Caley Member: Depositional Facies, Reservoir Quality and Seismic Expression

Jack Woodward, Jon Minken, Melissa Thompson, Margarita Kongawoin, Laurence Hansen, Rylan Fabrici

Australian Petroleum Production & Exploration Association (APPEA) Journal

... of the rock physics model and confidence in inversion products to discriminate different seismic facies. The Lower Triassic Caley Member The APPEA Journal...